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