history.json

{
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        "Unveiling Institution-Specific Bias in Pathology Foundation Models: Detriments, Causes, and Potential Solutions": {
            "date": "2025-2-24",
            "author": "Weiping Linet.al",
            "paper_url": "https://arxiv.org/abs/2502.16889",
            "code_url": "-|",
            "comments": "-"
        },
        "Multilevel Localized Ensemble Kalman Bucy Filters": {
            "date": "2025-2-23",
            "author": "Neil K. Chadaet.al",
            "paper_url": "https://arxiv.org/abs/2502.16808",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>arXiv admin note: substantial text overlap with arXiv:2108</details>"
        },
        "Are Sparse Autoencoders Useful? A Case Study in Sparse Probing": {
            "date": "2025-2-23",
            "author": "Subhash Kantamneniet.al",
            "paper_url": "https://arxiv.org/abs/2502.16681",
            "code_url": "-|",
            "comments": "-"
        },
        "Certified Causal Defense with Generalizable Robustness": {
            "date": "2025-2-23",
            "author": "Yiran Qiaoet.al",
            "paper_url": "https://arxiv.org/abs/2408.15451",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>Submitted to AAAI</details>"
        },
        "Accurate Forgetting for Heterogeneous Federated Continual Learning": {
            "date": "2025-2-19",
            "author": "Abudukelimu Wuerkaixiet.al",
            "paper_url": "https://arxiv.org/abs/2502.14205",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>published in ICLR 2024</details>"
        },
        "Black Sheep in the Herd: Playing with Spuriously Correlated Attributes for Vision-Language Recognition": {
            "date": "2025-2-19",
            "author": "Xinyu Tianet.al",
            "paper_url": "https://arxiv.org/abs/2502.15809",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>ICLR2025</details>"
        },
        "DivIL: Unveiling and Addressing Over-Invariance for Out-of- Distribution Generalization": {
            "date": "2025-2-17",
            "author": "Jiaqi Wanget.al",
            "paper_url": "https://arxiv.org/abs/2502.12413",
            "code_url": "[code](https://github.com/kokolerk/DivIL.)|",
            "comments": "-"
        },
        "AttributionScanner: A Visual Analytics System for Model Validation with Metadata-Free Slice Finding": {
            "date": "2025-2-17",
            "author": "Xiwei Xuanet.al",
            "paper_url": "https://arxiv.org/abs/2401.06462",
            "code_url": "-|",
            "comments": "-"
        },
        "CARMO: Dynamic Criteria Generation for Context-Aware Reward Modelling": {
            "date": "2025-2-17",
            "author": "Taneesh Guptaet.al",
            "paper_url": "https://arxiv.org/abs/2410.21545",
            "code_url": "-|",
            "comments": "-"
        },
        "Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction": {
            "date": "2025-2-17",
            "author": "Yuncheng Huaet.al",
            "paper_url": "https://arxiv.org/abs/2406.15490",
            "code_url": "[code](https://github.com/tk1363704/CAREL-VAE.)|",
            "comments": "-"
        },
        "Diffusing DeBias: a Recipe for Turning a Bug into a Feature": {
            "date": "2025-2-16",
            "author": "Massimiliano Ciranniet.al",
            "paper_url": "https://arxiv.org/abs/2502.09564",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>29 Pages</details>"
        },
        "Elastic Representation: Mitigating Spurious Correlations for Group Robustness": {
            "date": "2025-2-13",
            "author": "Tao Wenet.al",
            "paper_url": "https://arxiv.org/abs/2502.09850",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>AISTATS 2025</details>"
        },
        "WASP: A Weight-Space Approach to Detecting Learned Spuriousness": {
            "date": "2025-2-13",
            "author": "Cristian Daniel Păduraruet.al",
            "paper_url": "https://arxiv.org/abs/2410.18970",
            "code_url": "-|",
            "comments": "-"
        },
        "A Differentiable Rank-Based Objective For Better Feature Learning": {
            "date": "2025-2-13",
            "author": "Krunoslav Lehman Pavasovicet.al",
            "paper_url": "https://arxiv.org/abs/2502.09445",
            "code_url": "-|",
            "comments": "-"
        },
        "Feature contamination: Neural networks learn uncorrelated features and fail to generalize": {
            "date": "2025-2-13",
            "author": "Tianren Zhanget.al",
            "paper_url": "https://arxiv.org/abs/2406.03345",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>ICML 2024</details>"
        }
    },
    "spurious": {
        "An ocean front detection and tracking algorithm": {
            "date": "2025-2-24",
            "author": "Yishuo Wanget.al",
            "paper_url": "https://arxiv.org/abs/2502.15250",
            "code_url": "-|",
            "comments": "-"
        },
        "Ground-Optimized 4D Radar-Inertial Odometry via Continuous Velocity Integration using Gaussian Process": {
            "date": "2025-2-21",
            "author": "Wooseong Yanget.al",
            "paper_url": "https://arxiv.org/abs/2502.08093",
            "code_url": "[code](https://github.com/wooseongY/Go-RIO.)|",
            "comments": "-"
        },
        "ChatVLA: Unified Multimodal Understanding and Robot Control with Vision-Language-Action Model": {
            "date": "2025-2-21",
            "author": "Zhongyi Zhouet.al",
            "paper_url": "https://arxiv.org/abs/2502.14420",
            "code_url": "-|",
            "comments": "-"
        },
        "Towards Scalable Insect Monitoring: Ultra-Lightweight CNNs as On-Device Triggers for Insect Camera Traps": {
            "date": "2025-2-17",
            "author": "Ross Gardineret.al",
            "paper_url": "https://arxiv.org/abs/2411.14467",
            "code_url": "-|",
            "comments": "-"
        }
    },
    "spurious*": {
        "Interpreting the Second-Order Effects of Neurons in CLIP": {
            "date": "2025-2-12",
            "author": "Yossi Gandelsmanet.al",
            "paper_url": "https://arxiv.org/abs/2406.04341",
            "code_url": "[code](https://yossigandelsman.github.io/clip_neurons/index.html)|",
            "comments": "<details><summary>detail</summary>project page: https://yossigandelsman</details>"
        },
        "Sebra: Debiasing Through Self-Guided Bias Ranking": {
            "date": "2025-1-30",
            "author": "Adarsh Kappiyathet.al",
            "paper_url": "https://arxiv.org/abs/2501.18277",
            "code_url": "[code](https://kadarsh22.github.io/sebra_iclr25/.)|",
            "comments": "<details><summary>detail</summary>ICLR 2025</details>"
        },
        "Post-hoc Spurious Correlation Neutralization with Single-Weight Fictitious Class Unlearning": {
            "date": "2025-1-23",
            "author": "Shahin Hakemiet.al",
            "paper_url": "https://arxiv.org/abs/2501.14182",
            "code_url": "-|",
            "comments": "-"
        },
        "Symbolic Infinite-State LTL Synthesis": {
            "date": "2024-12-23",
            "author": "Shaun Azzopardiet.al",
            "paper_url": "https://arxiv.org/abs/2307.09776",
            "code_url": "-|",
            "comments": "-"
        },
        "Correct-N-Contrast: A Contrastive Approach for Improving Robustness to Spurious Correlations": {
            "date": "2024-12-11",
            "author": "Michael Zhanget.al",
            "paper_url": "https://arxiv.org/abs/2203.01517",
            "code_url": "-|",
            "comments": "-"
        },
        "The Multiple Dimensions of Spuriousness in Machine Learning": {
            "date": "2024-11-28",
            "author": "Samuel J. Bellet.al",
            "paper_url": "https://arxiv.org/abs/2411.04696",
            "code_url": "-|",
            "comments": "-"
        },
        "Bayesian Concept Bottleneck Models with LLM Priors": {
            "date": "2024-10-20",
            "author": "Jean Fenget.al",
            "paper_url": "https://arxiv.org/abs/2410.15555",
            "code_url": "-|",
            "comments": "-"
        },
        "Learning Metadata-Agnostic Representations for Text-to-SQL In-Context Example Selection": {
            "date": "2024-10-17",
            "author": "Chuhong Maiet.al",
            "paper_url": "https://arxiv.org/abs/2410.14049",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>NeurIPS 2024 Table Representation Learning workshop</details>"
        },
        "Towards Mitigating more Challenging Spurious Correlations: A Benchmark & New Datasets": {
            "date": "2024-10-13",
            "author": "Siddharth Joshiet.al",
            "paper_url": "https://arxiv.org/abs/2306.11957",
            "code_url": "[code](https://github.com/BigML-CS-UCLA/SpuCo,)|",
            "comments": "<details><summary>detail</summary>Package: https://github</details>"
        },
        "Efficient Bias Mitigation Without Privileged Information": {
            "date": "2024-9-26",
            "author": "Mateo Espinosa Zarlengaet.al",
            "paper_url": "https://arxiv.org/abs/2409.17691",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>the 18th European Conference on Computer Vision (ECCV 2024) as an Oral presentation</details>"
        },
        "Disentangling Recognition and Decision Regrets in Image-Based Reinforcement Learning": {
            "date": "2024-9-19",
            "author": "Alihan Hüyüket.al",
            "paper_url": "https://arxiv.org/abs/2409.13108",
            "code_url": "-|",
            "comments": "-"
        },
        "Semformer: Transformer Language Models with Semantic Planning": {
            "date": "2024-9-17",
            "author": "Yongjing Yinet.al",
            "paper_url": "https://arxiv.org/abs/2409.11143",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>Journal ref:EMNLP2024</details>"
        },
        "Understanding the Failure Modes of Out-of-Distribution Generalization": {
            "date": "2024-9-6",
            "author": "Vaishnavh Nagarajanet.al",
            "paper_url": "https://arxiv.org/abs/2010.15775",
            "code_url": "-|",
            "comments": "-"
        }
    },
    "visual counterfactual explanation": {
        "Global Counterfactual Directions": {
            "date": "2025-2-5",
            "author": "Bartlomiej Sobieskiet.al",
            "paper_url": "https://arxiv.org/abs/2404.12488",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>ECCV 2024</details>"
        },
        "GIFT: A Framework for Global Interpretable Faithful Textual Explanations of Vision Classifiers": {
            "date": "2025-2-3",
            "author": "Éloi Zablockiet.al",
            "paper_url": "https://arxiv.org/abs/2411.15605",
            "code_url": "[code](https://github.com/valeoai/GIFT.)|",
            "comments": "-"
        },
        "Faithful Counterfactual Visual Explanations (FCVE)": {
            "date": "2025-1-12",
            "author": "Bismillah Khanet.al",
            "paper_url": "https://arxiv.org/abs/2501.06841",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>Journal ref:Knowledge-Based Systems</details>"
        },
        "Representation Learning of Multivariate Time Series using Attention and Adversarial Training": {
            "date": "2024-12-10",
            "author": "Leon Scharwächteret.al",
            "paper_url": "https://arxiv.org/abs/2401.01987",
            "code_url": "-|",
            "comments": "-"
        },
        "Why the Agent Made that Decision: Explaining Deep Reinforcement Learning with Vision Masks": {
            "date": "2024-11-25",
            "author": "Rui Zuoet.al",
            "paper_url": "https://arxiv.org/abs/2411.16120",
            "code_url": "-|",
            "comments": "-"
        },
        "CausAdv: A Causal-based Framework for Detecting Adversarial Examples": {
            "date": "2024-10-29",
            "author": "Hichem Debbiet.al",
            "paper_url": "https://arxiv.org/abs/2411.00839",
            "code_url": "[code](https://github.com/HichemDebbi/CausAdv.)|",
            "comments": "<details><summary>detail</summary>ACM Class:I</details>"
        },
        "Rethinking Visual Counterfactual Explanations Through Region Constraint": {
            "date": "2024-10-16",
            "author": "Bartlomiej Sobieskiet.al",
            "paper_url": "https://arxiv.org/abs/2410.12591",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>Preprint</details>"
        },
        "Unsupervised Model Diagnosis": {
            "date": "2024-10-8",
            "author": "Yinong Oliver Wanget.al",
            "paper_url": "https://arxiv.org/abs/2410.06243",
            "code_url": "-|",
            "comments": "-"
        },
        "Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder": {
            "date": "2024-10-1",
            "author": "Matan Atadet.al",
            "paper_url": "https://arxiv.org/abs/2408.01571",
            "code_url": "[code](https://doi.org/10.5281/zenodo.13859266.)|",
            "comments": "<details><summary>detail</summary>Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://melba-journal</details>"
        },
        "The Gaussian Discriminant Variational Autoencoder (GdVAE): A Self-Explainable Model with Counterfactual Explanations": {
            "date": "2024-9-19",
            "author": "Anselm Haselhoffet.al",
            "paper_url": "https://arxiv.org/abs/2409.12952",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>Accepted paper at the ECCV 2024</details>"
        },
        "Interactive Counterfactual Exploration of Algorithmic Harms in Recommender Systems": {
            "date": "2024-9-10",
            "author": "Yongsu Ahnet.al",
            "paper_url": "https://arxiv.org/abs/2409.06916",
            "code_url": "-|",
            "comments": "-"
        },
        "Local Universal Explainer (LUX) -- a rule-based explainer with factual, counterfactual and visual explanations": {
            "date": "2024-9-9",
            "author": "Szymon Bobeket.al",
            "paper_url": "https://arxiv.org/abs/2310.14894",
            "code_url": "-|",
            "comments": "-"
        },
        "Structure Your Data: Towards Semantic Graph Counterfactuals": {
            "date": "2024-7-20",
            "author": "Angeliki Dimitriouet.al",
            "paper_url": "https://arxiv.org/abs/2403.06514",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>Journal ref:ICML 2024</details>"
        },
        "Contrastive Learning with Counterfactual Explanations for Radiology Report Generation": {
            "date": "2024-7-19",
            "author": "Mingjie Liet.al",
            "paper_url": "https://arxiv.org/abs/2407.14474",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>ECCV 2024</details>"
        },
        "DiG-IN: Diffusion Guidance for Investigating Networks -- Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations": {
            "date": "2024-7-12",
            "author": "Maximilian Augustinet.al",
            "paper_url": "https://arxiv.org/abs/2311.17833",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>CVPR 2024</details>"
        }
    },
    "counterfact": {
        "CoME: An Unlearning-based Approach to Conflict-free Model Editing": {
            "date": "2025-2-19",
            "author": "Dahyun Junget.al",
            "paper_url": "https://arxiv.org/abs/2502.15826",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>NAACL 2025 main conference</details>"
        },
        "BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning": {
            "date": "2025-2-19",
            "author": "Ercong Nieet.al",
            "paper_url": "https://arxiv.org/abs/2406.17764",
            "code_url": "-|",
            "comments": "-"
        },
        "SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering": {
            "date": "2025-2-16",
            "author": "Xiaopeng Liet.al",
            "paper_url": "https://arxiv.org/abs/2401.17809",
            "code_url": "[code](https://github.com/xpq-tech/SWEA)|",
            "comments": "<details><summary>detail</summary>AAAI25</details>"
        },
        "A Reality Check on Context Utilisation for Retrieval-Augmented Generation": {
            "date": "2024-12-22",
            "author": "Lovisa Hagströmet.al",
            "paper_url": "https://arxiv.org/abs/2412.17031",
            "code_url": "-|",
            "comments": "-"
        },
        "Mechanistic Unlearning: Robust Knowledge Unlearning and Editing via Mechanistic Localization": {
            "date": "2024-12-4",
            "author": "Phillip Guoet.al",
            "paper_url": "https://arxiv.org/abs/2410.12949",
            "code_url": "-|",
            "comments": "-"
        },
        "Untying the Reversal Curse via Bidirectional Language Model Editing": {
            "date": "2024-10-11",
            "author": "Jun-Yu Maet.al",
            "paper_url": "https://arxiv.org/abs/2310.10322",
            "code_url": "-|",
            "comments": "-"
        },
        "Keys to Robust Edits: from Theoretical Insights to Practical Advances": {
            "date": "2024-10-11",
            "author": "Jianhao Yanet.al",
            "paper_url": "https://arxiv.org/abs/2410.09338",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>Work in progress</details>"
        },
        "Model Editing by Standard Fine-Tuning": {
            "date": "2024-6-3",
            "author": "Govind Gangadharet.al",
            "paper_url": "https://arxiv.org/abs/2402.11078",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>Findings of ACL 2024</details>"
        },
        "Editing Knowledge Representation of Language Model via Rephrased Prefix Prompts": {
            "date": "2024-5-11",
            "author": "Yuchen Caiet.al",
            "paper_url": "https://arxiv.org/abs/2403.14381",
            "code_url": "-|",
            "comments": "-"
        },
        "WikiFactDiff: A Large, Realistic, and Temporally Adaptable Dataset for Atomic Factual Knowledge Update in Causal Language Models": {
            "date": "2024-3-21",
            "author": "Hichem Ammar Khodjaet.al",
            "paper_url": "https://arxiv.org/abs/2403.14364",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>Accepted for publication at LREC-COLING 2024</details>"
        },
        "PMET: Precise Model Editing in a Transformer": {
            "date": "2024-3-11",
            "author": "Xiaopeng Liet.al",
            "paper_url": "https://arxiv.org/abs/2308.08742",
            "code_url": "[code](https://github.com/xpq-tech/PMET.)|",
            "comments": "<details><summary>detail</summary>AAAI24</details>"
        },
        "Probing the Robustness of Time-series Forecasting Models with CounterfacTS": {
            "date": "2024-3-6",
            "author": "Håkon Hanisch Kjærnliet.al",
            "paper_url": "https://arxiv.org/abs/2403.03508",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>Submitted</details>"
        },
        "EVEDIT: Event-based Knowledge Editing with Deductive Editing Boundaries": {
            "date": "2024-2-17",
            "author": "Jiateng Liuet.al",
            "paper_url": "https://arxiv.org/abs/2402.11324",
            "code_url": "-|",
            "comments": "-"
        }
    },
    "counterfact*": {
        "All You Need for Counterfactual Explainability Is Principled and Reliable Estimate of Aleatoric and Epistemic Uncertainty": {
            "date": "2025-2-24",
            "author": "Kacper Sokolet.al",
            "paper_url": "https://arxiv.org/abs/2502.17007",
            "code_url": "-|",
            "comments": "-"
        },
        "GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models": {
            "date": "2025-2-23",
            "author": "Kunsheng Tanget.al",
            "paper_url": "https://arxiv.org/abs/2408.12494",
            "code_url": "[code](https://github.com/kstanghere/GenderCARE-ccs24.)|",
            "comments": "<details><summary>detail</summary>Accepted by ACM CCS 2024</details>"
        },
        "Toward a Flexible Framework for Linear Representation Hypothesis Using Maximum Likelihood Estimation": {
            "date": "2025-2-22",
            "author": "Trung Nguyenet.al",
            "paper_url": "https://arxiv.org/abs/2502.16385",
            "code_url": "-|",
            "comments": "-"
        },
        "Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations": {
            "date": "2025-2-22",
            "author": "Chunyang Liet.al",
            "paper_url": "https://arxiv.org/abs/2502.16169",
            "code_url": "[code](https://github.com/lcy2723/Robust-Rule-Induction)|",
            "comments": "-"
        },
        "Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations": {
            "date": "2025-2-22",
            "author": "Jin Liet.al",
            "paper_url": "https://arxiv.org/abs/2501.11916",
            "code_url": "[code](https://github.com/JinLi-i/MoDiCF.)|",
            "comments": "<details><summary>detail</summary>Accepted by WWW 2025</details>"
        },
        "Counterfactual Learning of Stochastic Policies with Continuous Actions": {
            "date": "2025-2-21",
            "author": "Houssam Zenatiet.al",
            "paper_url": "https://arxiv.org/abs/2004.11722",
            "code_url": "-|",
            "comments": "-"
        },
        "Towards counterfactual fairness through auxiliary variables": {
            "date": "2025-2-20",
            "author": "Bowei Tianet.al",
            "paper_url": "https://arxiv.org/abs/2412.04767",
            "code_url": "[code](https://github.com/CASE-Lab-UMD/counterfactual_fairness_2025.)|",
            "comments": "<details><summary>detail</summary>arXiv admin note: text overlap with arXiv:2307</details>"
        },
        "A novel approach to the relationships between data features -- based on comprehensive examination of mathematical, technological, and causal methodology": {
            "date": "2025-2-20",
            "author": "JaeHong Kimet.al",
            "paper_url": "https://arxiv.org/abs/2502.15838",
            "code_url": "-|",
            "comments": "-"
        },
        "Counterfactual Concept Bottleneck Models": {
            "date": "2025-2-20",
            "author": "Gabriele Dominiciet.al",
            "paper_url": "https://arxiv.org/abs/2402.01408",
            "code_url": "-|",
            "comments": "-"
        },
        "Population Dynamics Control with Partial Observations": {
            "date": "2025-2-19",
            "author": "Zhou Luet.al",
            "paper_url": "https://arxiv.org/abs/2502.14079",
            "code_url": "-|",
            "comments": "-"
        },
        "Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images": {
            "date": "2025-2-19",
            "author": "Shengguang Wuet.al",
            "paper_url": "https://arxiv.org/abs/2502.13928",
            "code_url": "[code](https://s-vco.github.io/)|",
            "comments": "<details><summary>detail</summary>Project Website: https://s-vco</details>"
        },
        "RobustX: Robust Counterfactual Explanations Made Easy": {
            "date": "2025-2-19",
            "author": "Junqi Jianget.al",
            "paper_url": "https://arxiv.org/abs/2502.13751",
            "code_url": "-|",
            "comments": "-"
        },
        "Robust Counterfactual Inference in Markov Decision Processes": {
            "date": "2025-2-19",
            "author": "Jessica Lallyet.al",
            "paper_url": "https://arxiv.org/abs/2502.13731",
            "code_url": "-|",
            "comments": "-"
        }
    },
    "debias learning": {
        "Limits to scalable evaluation at the frontier: LLM as Judge won't beat twice the data": {
            "date": "2025-2-11",
            "author": "Florian E. Dorneret.al",
            "paper_url": "https://arxiv.org/abs/2410.13341",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>ICLR 2025</details>"
        },
        "Invariant debiasing learning for recommendation via biased imputation": {
            "date": "2025-2-5",
            "author": "Ting Baiet.al",
            "paper_url": "https://arxiv.org/abs/2412.20036",
            "code_url": "[code](https://github.com/BAI-LAB/KD-Debias.)|",
            "comments": "<details><summary>detail</summary>Journal ref:Information Processing & Management</details>"
        },
        "GRADIEND: Monosemantic Feature Learning within Neural Networks Applied to Gender Debiasing of Transformer Models": {
            "date": "2025-2-3",
            "author": "Jonathan Drechselet.al",
            "paper_url": "https://arxiv.org/abs/2502.01406",
            "code_url": "-|",
            "comments": "-"
        },
        "Prediction-Powered Inference with Imputed Covariates and Nonuniform Sampling": {
            "date": "2025-1-30",
            "author": "Dan M. Klugeret.al",
            "paper_url": "https://arxiv.org/abs/2501.18577",
            "code_url": "-|",
            "comments": "-"
        },
        "Collapsed Language Models Promote Fairness": {
            "date": "2025-1-29",
            "author": "Jingxuan Xuet.al",
            "paper_url": "https://arxiv.org/abs/2410.04472",
            "code_url": "[code](https://github.com/Xujxyang/Fairness-NC-main.)|",
            "comments": "<details><summary>detail</summary>ICLR 2025</details>"
        },
        "SANER: Annotation-free Societal Attribute Neutralizer for Debiasing CLIP": {
            "date": "2025-1-22",
            "author": "Yusuke Hirotaet.al",
            "paper_url": "https://arxiv.org/abs/2408.10202",
            "code_url": "-|",
            "comments": "-"
        },
        "Large Language Models for Market Research: A Data-augmentation Approach": {
            "date": "2025-1-6",
            "author": "Mengxin Wanget.al",
            "paper_url": "https://arxiv.org/abs/2412.19363",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>MSC Class:68T50</details>"
        },
        "Unbiased GNN Learning via Fairness-Aware Subgraph Diffusion": {
            "date": "2024-12-31",
            "author": "Abdullah Alchihabiet.al",
            "paper_url": "https://arxiv.org/abs/2501.00595",
            "code_url": "-|",
            "comments": "-"
        },
        "Unleashing the Potential of Model Bias for Generalized Category Discovery": {
            "date": "2024-12-16",
            "author": "Wenbin Anet.al",
            "paper_url": "https://arxiv.org/abs/2412.12501",
            "code_url": "[code](https://github.com/Lackel/SDC)|",
            "comments": "<details><summary>detail</summary>Accepted by AAAI 2025</details>"
        },
        "Debias-CLR: A Contrastive Learning Based Debiasing Method for Algorithmic Fairness in Healthcare Applications": {
            "date": "2024-11-20",
            "author": "Ankita Agarwalet.al",
            "paper_url": "https://arxiv.org/abs/2411.10544",
            "code_url": "-|",
            "comments": "-"
        },
        "Revisiting Recommendation Loss Functions through Contrastive Learning (Technical Report)": {
            "date": "2024-11-4",
            "author": "Dong Liet.al",
            "paper_url": "https://arxiv.org/abs/2312.08520",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>This manuscript was initially submitted for review in August 2023</details>"
        },
        "Debiasing Alternative Data for Credit Underwriting Using Causal Inference": {
            "date": "2024-10-31",
            "author": "Chris Lamet.al",
            "paper_url": "https://arxiv.org/abs/2410.22382",
            "code_url": "-|",
            "comments": "-"
        },
        "CosFairNet:A Parameter-Space based Approach for Bias Free Learning": {
            "date": "2024-10-19",
            "author": "Rajeev Ranjan Dwivediet.al",
            "paper_url": "https://arxiv.org/abs/2410.15094",
            "code_url": "[code](https://visdomlab.github.io/CosFairNet/)|",
            "comments": "-"
        },
        "Multitask Learning and Bandits via Robust Statistics": {
            "date": "2024-7-28",
            "author": "Kan Xuet.al",
            "paper_url": "https://arxiv.org/abs/2112.14233",
            "code_url": "-|",
            "comments": "-"
        }
    },
    "debiasing": {
        "Mitigating Bias in RAG: Controlling the Embedder": {
            "date": "2025-2-24",
            "author": "Taeyoun Kimet.al",
            "paper_url": "https://arxiv.org/abs/2502.17390",
            "code_url": "-|",
            "comments": "-"
        },
        "BIGbench: A Unified Benchmark for Evaluating Multi-dimensional Social Biases in Text-to-Image Models": {
            "date": "2025-2-24",
            "author": "Hanjun Luoet.al",
            "paper_url": "https://arxiv.org/abs/2407.15240",
            "code_url": "[code](https://github.com/BIGbench2024/BIGbench2024/.)|",
            "comments": "<details><summary>detail</summary>arXiv admin note: substantial text overlap with arXiv:2405</details>"
        },
        "FAIntbench: A Holistic and Precise Benchmark for Bias Evaluation in Text-to-Image Models": {
            "date": "2025-2-24",
            "author": "Hanjun Luoet.al",
            "paper_url": "https://arxiv.org/abs/2405.17814",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>Accepted by ICML DMLR 2024</details>"
        },
        "SPARC: Score Prompting and Adaptive Fusion for Zero-Shot Multi-Label Recognition in Vision-Language Models": {
            "date": "2025-2-24",
            "author": "Kevin Milleret.al",
            "paper_url": "https://arxiv.org/abs/2502.16911",
            "code_url": "-|",
            "comments": "-"
        },
        "Investigating the Impact of LLM Personality on Cognitive Bias Manifestation in Automated Decision-Making Tasks": {
            "date": "2025-2-19",
            "author": "Jiangen Heet.al",
            "paper_url": "https://arxiv.org/abs/2502.14219",
            "code_url": "-|",
            "comments": "-"
        },
        "Prediction-Powered Adaptive Shrinkage Estimation": {
            "date": "2025-2-19",
            "author": "Sida Liet.al",
            "paper_url": "https://arxiv.org/abs/2502.14166",
            "code_url": "-|",
            "comments": "-"
        },
        "Statistical inference for high-dimensional convoluted rank regression": {
            "date": "2025-2-19",
            "author": "Leheng Caiet.al",
            "paper_url": "https://arxiv.org/abs/2405.14652",
            "code_url": "-|",
            "comments": "-"
        },
        "Gradient Equilibrium in Online Learning: Theory and Applications": {
            "date": "2025-2-18",
            "author": "Anastasios N. Angelopouloset.al",
            "paper_url": "https://arxiv.org/abs/2501.08330",
            "code_url": "[code](https://github.com/aangelopoulos/gradient-equilibrium/)|",
            "comments": "<details><summary>detail</summary>Code available at https://github</details>"
        },
        "DR.GAP: Mitigating Bias in Large Language Models using Gender-Aware Prompting with Demonstration and Reasoning": {
            "date": "2025-2-17",
            "author": "Hongye Qiuet.al",
            "paper_url": "https://arxiv.org/abs/2502.11603",
            "code_url": "-|",
            "comments": "-"
        },
        "A Critical Review of Predominant Bias in Neural Networks": {
            "date": "2025-2-16",
            "author": "Jiazhi Liet.al",
            "paper_url": "https://arxiv.org/abs/2502.11031",
            "code_url": "-|",
            "comments": "-"
        },
        "ChorusCVR: Chorus Supervision for Entire Space Post-Click Conversion Rate Modeling": {
            "date": "2025-2-14",
            "author": "Wei Chenget.al",
            "paper_url": "https://arxiv.org/abs/2502.08277",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>Work in progress</details>"
        },
        "Exploring the Camera Bias of Person Re-identification": {
            "date": "2025-2-14",
            "author": "Myungseo Songet.al",
            "paper_url": "https://arxiv.org/abs/2502.10195",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>ICLR 2025 (Spotlight)</details>"
        },
        "Bridging Jensen Gap for Max-Min Group Fairness Optimization in Recommendation": {
            "date": "2025-2-13",
            "author": "Chen Xuet.al",
            "paper_url": "https://arxiv.org/abs/2502.09319",
            "code_url": "[code](https://github.com/XuChen0427/FairDual.)|",
            "comments": "<details><summary>detail</summary>Accepted in ICLR 2025</details>"
        }
    },
    "debias": {
        "Option-ID Based Elimination For Multiple Choice Questions": {
            "date": "2025-2-15",
            "author": "Zhenhao Zhuet.al",
            "paper_url": "https://arxiv.org/abs/2501.15175",
            "code_url": "-|",
            "comments": "-"
        },
        "Linear Multidimensional Regression with Interactive Fixed-Effects": {
            "date": "2025-1-8",
            "author": "Hugo Freemanet.al",
            "paper_url": "https://arxiv.org/abs/2209.11691",
            "code_url": "-|",
            "comments": "-"
        },
        "Towards Popularity-Aware Recommendation: A Multi-Behavior Enhanced Framework with Orthogonality Constraint": {
            "date": "2024-12-26",
            "author": "Yishan Hanet.al",
            "paper_url": "https://arxiv.org/abs/2412.19172",
            "code_url": "[code](https://github.com/Eason-sys/PopSI)|",
            "comments": "-"
        },
        "Mitigating optimistic bias in entropic risk estimation and optimization with an application to insurance": {
            "date": "2024-12-25",
            "author": "Utsav Sadanaet.al",
            "paper_url": "https://arxiv.org/abs/2409.19926",
            "code_url": "-|",
            "comments": "-"
        },
        "TLDR: Text Based Last-layer Retraining for Debiasing Image Classifiers": {
            "date": "2024-12-7",
            "author": "Juhyeon Parket.al",
            "paper_url": "https://arxiv.org/abs/2311.18291",
            "code_url": "[code](https://github.com/beotborry/TLDR)|",
            "comments": "<details><summary>detail</summary>WACV 2025</details>"
        }
    },
    "shortcut&block": {
        "PTEENet: Post-Trained Early-Exit Neural Networks Augmentation for Inference Cost Optimization": {
            "date": "2025-1-5",
            "author": "Assaf Lahianyet.al",
            "paper_url": "https://arxiv.org/abs/2501.02508",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>Journal ref:in IEEE Access</details>"
        },
        "Progressive Fine-to-Coarse Reconstruction for Accurate Low-Bit Post-Training Quantization in Vision Transformers": {
            "date": "2024-12-19",
            "author": "Rui Dinget.al",
            "paper_url": "https://arxiv.org/abs/2412.14633",
            "code_url": "-|",
            "comments": "-"
        },
        "Normalized Narrow Jump To Conclusions: Normalized Narrow Shortcuts for Parameter Efficient Early Exit Transformer Prediction": {
            "date": "2024-10-3",
            "author": "Amrit Diggavi Seshadriet.al",
            "paper_url": "https://arxiv.org/abs/2409.14091",
            "code_url": "-|",
            "comments": "-"
        },
        "Adaptive Large Language Models By Layerwise Attention Shortcuts": {
            "date": "2024-9-16",
            "author": "Prateek Vermaet.al",
            "paper_url": "https://arxiv.org/abs/2409.10870",
            "code_url": "-|",
            "comments": "-"
        },
        "Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets": {
            "date": "2024-11-22",
            "author": "Tianxiao Zhanget.al",
            "paper_url": "https://arxiv.org/abs/2407.19394",
            "code_url": "[code](https://github.com/ZTX-100/Efficient_ViT_with_DW.)|",
            "comments": "-"
        },
        "DIR-BHRNet: A Lightweight Network for Real-time Vision-based Multi-person Pose Estimation on Smartphones": {
            "date": "2024-7-1",
            "author": "Gongjin Lanet.al",
            "paper_url": "https://arxiv.org/abs/2407.13777",
            "code_url": "-|",
            "comments": "-"
        },
        "Demystify Mamba in Vision: A Linear Attention Perspective": {
            "date": "2024-12-2",
            "author": "Dongchen Hanet.al",
            "paper_url": "https://arxiv.org/abs/2405.16605",
            "code_url": "[code](https://github.com/LeapLabTHU/MLLA.)|",
            "comments": "<details><summary>detail</summary>NeurIPS 2024</details>"
        },
        "When does compositional structure yield compositional generalization? A kernel theory": {
            "date": "2024-10-7",
            "author": "Samuel Lipplet.al",
            "paper_url": "https://arxiv.org/abs/2405.16391",
            "code_url": "-|",
            "comments": "-"
        },
        "DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs": {
            "date": "2024-8-7",
            "author": "Donghyun Kimet.al",
            "paper_url": "https://arxiv.org/abs/2403.19588",
            "code_url": "[code](https://github.com/naver-ai/rdnet.)|",
            "comments": "<details><summary>detail</summary>ECCV 2024</details>"
        },
        "Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation": {
            "date": "2024-10-23",
            "author": "Baoyu Jinget.al",
            "paper_url": "https://arxiv.org/abs/2403.11960",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>Accepted by CIKM'2024</details>"
        },
        "The Surprising Effectiveness of Skip-Tuning in Diffusion Sampling": {
            "date": "2024-2-23",
            "author": "Jiajun Maet.al",
            "paper_url": "https://arxiv.org/abs/2402.15170",
            "code_url": "-|",
            "comments": "-"
        },
        "Integrating Loop Acceleration into Bounded Model Checking": {
            "date": "2024-8-9",
            "author": "Florian Frohnet.al",
            "paper_url": "https://arxiv.org/abs/2401.09973",
            "code_url": "-|",
            "comments": "-"
        },
        "Towards A Holistic Landscape of Situated Theory of Mind in Large Language Models": {
            "date": "2024-12-26",
            "author": "Ziqiao Maet.al",
            "paper_url": "https://arxiv.org/abs/2310.19619",
            "code_url": "[code](https://github.com/Mars-tin/awesome-theory-of-mind)|",
            "comments": "<details><summary>detail</summary>EMNLP 2023 (Findings)</details>"
        },
        "The latent cognitive structures of social networks": {
            "date": "2024-3-22",
            "author": "Izabel Aguiaret.al",
            "paper_url": "https://arxiv.org/abs/2309.11639",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>Journal ref:Net Sci 12 (2024) 202-233</details>"
        },
        "Learned Image Compression with Gaussian-Laplacian-Logistic Mixture Model and Concatenated Residual Modules": {
            "date": "2024-2-9",
            "author": "Haisheng Fuet.al",
            "paper_url": "https://arxiv.org/abs/2107.06463",
            "code_url": "[code](https://github.com/fengyurenpingsheng)|",
            "comments": "<details><summary>detail</summary>IEEE Transactions On Image Processing</details>"
        }
    },
    "shortcut&mitigate": {
        "Unhackable Temporal Rewarding for Scalable Video MLLMs": {
            "date": "2025-2-17",
            "author": "En Yuet.al",
            "paper_url": "https://arxiv.org/abs/2502.12081",
            "code_url": "[code](https://ahnsun.github.io/UTR/)|",
            "comments": "<details><summary>detail</summary>Accepted by ICLR2025</details>"
        },
        "Shortcuts and Identifiability in Concept-based Models from a Neuro-Symbolic Lens": {
            "date": "2025-2-16",
            "author": "Samuele Bortolottiet.al",
            "paper_url": "https://arxiv.org/abs/2502.11245",
            "code_url": "-|",
            "comments": "-"
        },
        "Neural Flow Samplers with Shortcut Models": {
            "date": "2025-2-11",
            "author": "Wuhao Chenet.al",
            "paper_url": "https://arxiv.org/abs/2502.07337",
            "code_url": "-|",
            "comments": "-"
        },
        "Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-Identification": {
            "date": "2025-2-11",
            "author": "Jiachen Liet.al",
            "paper_url": "https://arxiv.org/abs/2502.06619",
            "code_url": "[code](https://github.com/RikoLi/DCAC.)|",
            "comments": "-"
        },
        "ALBAR: Adversarial Learning approach to mitigate Biases in Action Recognition": {
            "date": "2025-1-31",
            "author": "Joseph Fioresiet.al",
            "paper_url": "https://arxiv.org/abs/2502.00156",
            "code_url": "[code](https://joefioresi718.github.io/ALBAR_webpage/)|",
            "comments": "<details><summary>detail</summary>ICLR 2025</details>"
        },
        "Revisit Mixture Models for Multi-Agent Simulation: Experimental Study within a Unified Framework": {
            "date": "2025-1-28",
            "author": "Longzhong Linet.al",
            "paper_url": "https://arxiv.org/abs/2501.17015",
            "code_url": "-|",
            "comments": "-"
        },
        "Ensuring Medical AI Safety: Explainable AI-Driven Detection and Mitigation of Spurious Model Behavior and Associated Data": {
            "date": "2025-1-23",
            "author": "Frederik Pahdeet.al",
            "paper_url": "https://arxiv.org/abs/2501.13818",
            "code_url": "-|",
            "comments": "-"
        },
        "Overcoming Language Priors for Visual Question Answering Based on Knowledge Distillation": {
            "date": "2025-1-9",
            "author": "Daowan Penget.al",
            "paper_url": "https://arxiv.org/abs/2501.05690",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>ICME2024</details>"
        },
        "Efficient Unsupervised Shortcut Learning Detection and Mitigation in Transformers": {
            "date": "2025-1-1",
            "author": "Lukas Kuhnet.al",
            "paper_url": "https://arxiv.org/abs/2501.00942",
            "code_url": "-|",
            "comments": "-"
        },
        "REFA: Reference Free Alignment for multi-preference optimization": {
            "date": "2025-2-24",
            "author": "Taneesh Guptaet.al",
            "paper_url": "https://arxiv.org/abs/2412.16378",
            "code_url": "-|",
            "comments": "-"
        },
        "Mitigating Social Bias in Large Language Models: A Multi-Objective Approach within a Multi-Agent Framework": {
            "date": "2025-2-12",
            "author": "Zhenjie Xuet.al",
            "paper_url": "https://arxiv.org/abs/2412.15504",
            "code_url": "[code](https://github.com/Cortantse/MOMA.)|",
            "comments": "<details><summary>detail</summary>This work has been accepted at The 39th Annual AAAI Conference on Artificial Intelligence (AAAI-2025)</details>"
        },
        "PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension": {
            "date": "2024-12-16",
            "author": "Kun Ouyanget.al",
            "paper_url": "https://arxiv.org/abs/2412.11906",
            "code_url": "-|",
            "comments": "-"
        },
        "RAZOR: Sharpening Knowledge by Cutting Bias with Unsupervised Text Rewriting": {
            "date": "2024-12-19",
            "author": "Shuo Yanget.al",
            "paper_url": "https://arxiv.org/abs/2412.07675",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>Shuo and Bardh contributed equally</details>"
        },
        "Navigating Shortcuts, Spurious Correlations, and Confounders: From Origins via Detection to Mitigation": {
            "date": "2024-12-6",
            "author": "David Steinmannet.al",
            "paper_url": "https://arxiv.org/abs/2412.05152",
            "code_url": "-|",
            "comments": "-"
        },
        "NYT-Connections: A Deceptively Simple Text Classification Task that Stumps System-1 Thinkers": {
            "date": "2025-2-12",
            "author": "Angel Yahir Loredo Lopezet.al",
            "paper_url": "https://arxiv.org/abs/2412.01621",
            "code_url": "-|",
            "comments": "-"
        }
    },
    "shortcut learning": {
        "Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning": {
            "date": "2025-2-20",
            "author": "Tian Xieet.al",
            "paper_url": "https://arxiv.org/abs/2502.14768",
            "code_url": "-|",
            "comments": "-"
        },
        "Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration": {
            "date": "2025-2-19",
            "author": "Kang Liaoet.al",
            "paper_url": "https://arxiv.org/abs/2406.18516",
            "code_url": "[code](https://kangliao929.github.io/projects/noise-da/)|",
            "comments": "<details><summary>detail</summary>Accepted by ICLR2025</details>"
        },
        "FantasyID: Face Knowledge Enhanced ID-Preserving Video Generation": {
            "date": "2025-2-19",
            "author": "Yunpeng Zhanget.al",
            "paper_url": "https://arxiv.org/abs/2502.13995",
            "code_url": "-|",
            "comments": "-"
        },
        "Investigating Issues that Lead to Code Technical Debt in Machine Learning Systems": {
            "date": "2025-2-18",
            "author": "Rodrigo Ximeneset.al",
            "paper_url": "https://arxiv.org/abs/2502.13011",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>To appear in the 2025 4th IEEE/ACM International Conference on AI Engineering - Software Engineering for AI</details>"
        },
        "On Disentangled Training for Nonlinear Transform in Learned Image Compression": {
            "date": "2025-2-15",
            "author": "Han Liet.al",
            "paper_url": "https://arxiv.org/abs/2501.13751",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>Accepted by ICLR2025</details>"
        },
        "Shortcut Learning Susceptibility in Vision Classifiers": {
            "date": "2025-2-13",
            "author": "Pirzada Suhailet.al",
            "paper_url": "https://arxiv.org/abs/2502.09150",
            "code_url": "-|",
            "comments": "-"
        },
        "Trust Me, I Know the Way: Predictive Uncertainty in the Presence of Shortcut Learning": {
            "date": "2025-2-13",
            "author": "Lisa Wimmeret.al",
            "paper_url": "https://arxiv.org/abs/2502.09137",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>Preprint</details>"
        },
        "On the Promise for Assurance of Differentiable Neurosymbolic Reasoning Paradigms": {
            "date": "2025-2-12",
            "author": "Luke E. Richardset.al",
            "paper_url": "https://arxiv.org/abs/2502.08932",
            "code_url": "-|",
            "comments": "-"
        },
        "Testing Correctness, Fairness, and Robustness of Speech Emotion Recognition Models": {
            "date": "2025-2-12",
            "author": "Anna Deringtonet.al",
            "paper_url": "https://arxiv.org/abs/2312.06270",
            "code_url": "-|",
            "comments": "-"
        },
        "CITER: Collaborative Inference for Efficient Large Language Model Decoding with Token-Level Routing": {
            "date": "2025-2-9",
            "author": "Wenhao Zhenget.al",
            "paper_url": "https://arxiv.org/abs/2502.01976",
            "code_url": "[code](https://github.com/aiming-lab/CITER.)|",
            "comments": "-"
        }
    },
    "shortcut": {
        "Unveiling Scoring Processes: Dissecting the Differences between LLMs and Human Graders in Automatic Scoring": {
            "date": "2025-2-21",
            "author": "Xuansheng Wuet.al",
            "paper_url": "https://arxiv.org/abs/2407.18328",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>Accepted by Technology</details>"
        },
        "Which of These Best Describes Multiple Choice Evaluation with LLMs? A) Forced B) Flawed C) Fixable D) All of the Above": {
            "date": "2025-2-19",
            "author": "Nishant Balepuret.al",
            "paper_url": "https://arxiv.org/abs/2502.14127",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>In-progress preprint</details>"
        },
        "Shortcuts and Transitive-Closure Spanners Approximation": {
            "date": "2025-2-13",
            "author": "Parinya Chalermsooket.al",
            "paper_url": "https://arxiv.org/abs/2502.08032",
            "code_url": "-|",
            "comments": "-"
        }
    },
    "fairness": {
        "ESPnet-Codec: Comprehensive Training and Evaluation of Neural Codecs for Audio, Music, and Speech": {
            "date": "2025-2-24",
            "author": "Jiatong Shiet.al",
            "paper_url": "https://arxiv.org/abs/2409.15897",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>Accepted by SLT</details>"
        },
        "Applying the FAIR Principles to computational workflows": {
            "date": "2025-2-24",
            "author": "Sean R. Wilkinsonet.al",
            "paper_url": "https://arxiv.org/abs/2410.03490",
            "code_url": "-|",
            "comments": "-"
        },
        "Comparative Analysis of Multi-Agent Reinforcement Learning Policies for Crop Planning Decision Support": {
            "date": "2025-2-24",
            "author": "Anubha Mahajanet.al",
            "paper_url": "https://arxiv.org/abs/2412.02057",
            "code_url": "-|",
            "comments": "-"
        },
        "Optimal Salaries of Researchers with Motivational Emergence": {
            "date": "2025-2-24",
            "author": "Eldar Knaret.al",
            "paper_url": "https://arxiv.org/abs/2502.17271",
            "code_url": "-|",
            "comments": "-"
        },
        "Order Fairness Evaluation of DAG-based ledgers": {
            "date": "2025-2-24",
            "author": "Erwan Maheet.al",
            "paper_url": "https://arxiv.org/abs/2502.17270",
            "code_url": "-|",
            "comments": "-"
        },
        "A Novel Multiple Access Scheme for Heterogeneous Wireless Communications using Symmetry-aware Continual Deep Reinforcement Learning": {
            "date": "2025-2-24",
            "author": "Hamidreza Mazandaraniet.al",
            "paper_url": "https://arxiv.org/abs/2502.17167",
            "code_url": "-|",
            "comments": "-"
        },
        "A Meta-Evaluation of Style and Attribute Transfer Metrics": {
            "date": "2025-2-24",
            "author": "Amalie Brogaard Pauliet.al",
            "paper_url": "https://arxiv.org/abs/2502.15022",
            "code_url": "-|",
            "comments": "-"
        },
        "Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers": {
            "date": "2025-2-24",
            "author": "Tobias Christian Nauenet.al",
            "paper_url": "https://arxiv.org/abs/2308.09372",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>v3: new models</details>"
        },
        "Revisited Convergence of Dolev et al BFS Spanning Tree Algorithm": {
            "date": "2025-2-24",
            "author": "Karine Altisenet.al",
            "paper_url": "https://arxiv.org/abs/2502.17035",
            "code_url": "-|",
            "comments": "-"
        },
        "Achieving Fair PCA Using Joint Eigenvalue Decomposition": {
            "date": "2025-2-24",
            "author": "Vidhi Rathoreet.al",
            "paper_url": "https://arxiv.org/abs/2502.16933",
            "code_url": "-|",
            "comments": "-"
        },
        "GuidedBench: Equipping Jailbreak Evaluation with Guidelines": {
            "date": "2025-2-24",
            "author": "Ruixuan Huanget.al",
            "paper_url": "https://arxiv.org/abs/2502.16903",
            "code_url": "[code](https://sproutnan.github.io/AI-Safety_Benchmark/)|",
            "comments": "<details><summary>detail</summary>Homepage: https://sproutnan</details>"
        },
        "Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives": {
            "date": "2025-2-23",
            "author": "Dilermando Queirozet.al",
            "paper_url": "https://arxiv.org/abs/2502.16841",
            "code_url": "-|",
            "comments": "-"
        },
        "Shapley Value-based Approach for Redistributing Revenue of Matchmaking of Private Transactions in Blockchains": {
            "date": "2025-2-23",
            "author": " Rasheedet.al",
            "paper_url": "https://arxiv.org/abs/2502.15420",
            "code_url": "-|",
            "comments": "-"
        },
        "Scaling Diffusion Language Models via Adaptation from Autoregressive Models": {
            "date": "2025-2-23",
            "author": "Shansan Gonget.al",
            "paper_url": "https://arxiv.org/abs/2410.17891",
            "code_url": "[code](https://github.com/HKUNLP/DiffuLLaMA.)|",
            "comments": "<details><summary>detail</summary>ICLR 2025</details>"
        }
    },
    "machine unlearning": {
        "When to Forget? Complexity Trade-offs in Machine Unlearning": {
            "date": "2025-2-24",
            "author": "Martin Van Waerebekeet.al",
            "paper_url": "https://arxiv.org/abs/2502.17323",
            "code_url": "-|",
            "comments": "-"
        },
        "MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models": {
            "date": "2025-2-24",
            "author": "Jiahao Huoet.al",
            "paper_url": "https://arxiv.org/abs/2502.11051",
            "code_url": "-|",
            "comments": "-"
        },
        "Forgetting Any Data at Any Time: A Theoretically Certified Unlearning Framework for Vertical Federated Learning": {
            "date": "2025-2-24",
            "author": "Linian Wanget.al",
            "paper_url": "https://arxiv.org/abs/2502.17081",
            "code_url": "[code](https://github.com/wangln19/vertical-federated-unlearning.)|",
            "comments": "-"
        },
        "Exploring Incremental Unlearning: Techniques, Challenges, and Future Directions": {
            "date": "2025-2-23",
            "author": "Sadia Qureshiet.al",
            "paper_url": "https://arxiv.org/abs/2502.16708",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>This work has been submitted to the IEEE for possible publication</details>"
        },
        "Learn while Unlearn: An Iterative Unlearning Framework for Generative Language Models": {
            "date": "2025-2-21",
            "author": "Haoyu Tanget.al",
            "paper_url": "https://arxiv.org/abs/2407.20271",
            "code_url": "-|",
            "comments": "-"
        },
        "Instance-Level Difficulty: A Missing Perspective in Machine Unlearning": {
            "date": "2025-2-20",
            "author": "Hammad Rizwanet.al",
            "paper_url": "https://arxiv.org/abs/2410.03043",
            "code_url": "-|",
            "comments": "-"
        },
        "Soft Token Attacks Cannot Reliably Audit Unlearning in Large Language Models": {
            "date": "2025-2-20",
            "author": "Haokun Chenet.al",
            "paper_url": "https://arxiv.org/abs/2502.15836",
            "code_url": "-|",
            "comments": "-"
        },
        "Controllable Unlearning for Image-to-Image Generative Models via $\\varepsilon$-Constrained Optimization": {
            "date": "2025-2-18",
            "author": "Xiaohua Fenget.al",
            "paper_url": "https://arxiv.org/abs/2408.01689",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>Accepted by ICLR 2025</details>"
        },
        "Privacy Preservation through Practical Machine Unlearning": {
            "date": "2025-2-18",
            "author": "Robert Dilworthet.al",
            "paper_url": "https://arxiv.org/abs/2502.10635",
            "code_url": "-|",
            "comments": "-"
        },
        "Textual Unlearning Gives a False Sense of Unlearning": {
            "date": "2025-2-18",
            "author": "Jiacheng Duet.al",
            "paper_url": "https://arxiv.org/abs/2406.13348",
            "code_url": "-|",
            "comments": "-"
        },
        "SAFEERASER: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning": {
            "date": "2025-2-17",
            "author": "Junkai Chenet.al",
            "paper_url": "https://arxiv.org/abs/2502.12520",
            "code_url": "-|",
            "comments": "-"
        },
        "Bridge the Gaps between Machine Unlearning and AI Regulation": {
            "date": "2025-2-17",
            "author": "Bill Marinoet.al",
            "paper_url": "https://arxiv.org/abs/2502.12430",
            "code_url": "-|",
            "comments": "-"
        },
        "CLEAR: Character Unlearning in Textual and Visual Modalities": {
            "date": "2025-2-17",
            "author": "Alexey Dontsovet.al",
            "paper_url": "https://arxiv.org/abs/2410.18057",
            "code_url": "[code](https://huggingface.co/datasets/therem/CLEAR)|",
            "comments": "-"
        },
        "ReVeil: Unconstrained Concealed Backdoor Attack on Deep Neural Networks using Machine Unlearning": {
            "date": "2025-2-17",
            "author": "Manaar Alamet.al",
            "paper_url": "https://arxiv.org/abs/2502.11687",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>This paper is accepted at 62nd Design Automation Conference (DAC) 2025</details>"
        },
        "Threats, Attacks, and Defenses in Machine Unlearning: A Survey": {
            "date": "2025-2-17",
            "author": "Ziyao Liuet.al",
            "paper_url": "https://arxiv.org/abs/2403.13682",
            "code_url": "-|",
            "comments": "<details><summary>detail</summary>Accepted by IEEE Open Journal of the Computer Society</details>"
        }
    }
}