| Lookahead Counterfactual Fairness | Dec 2, 2024 | counterfactualFairness | CodeCode Available | 0 |
| A Comprehensive Guide to Explainable AI: From Classical Models to LLMs | Dec 1, 2024 | Causal Inferencecounterfactual | CodeCode Available | 2 |
| LiDAR-EDIT: LiDAR Data Generation by Editing the Object Layouts in Real-World Scenes | Nov 30, 2024 | Autonomous Drivingcounterfactual | —Unverified | 0 |
| T2SG: Traffic Topology Scene Graph for Topology Reasoning in Autonomous Driving | Nov 28, 2024 | Autonomous Drivingcounterfactual | —Unverified | 0 |
| Causal Inference in Finance: An Expertise-Driven Model for Instrument Variables Identification and Interpretation | Nov 26, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| Navigating Spatial Inequities in Freight Truck Crash Severity via Counterfactual Inference in Los Angeles | Nov 26, 2024 | counterfactualCounterfactual Inference | —Unverified | 0 |
| RoCoDA: Counterfactual Data Augmentation for Data-Efficient Robot Learning from Demonstrations | Nov 25, 2024 | counterfactualData Augmentation | —Unverified | 0 |
| Why the Agent Made that Decision: Explaining Deep Reinforcement Learning with Vision Masks | Nov 25, 2024 | Atari Gamescounterfactual | —Unverified | 0 |
| OccludeNet: A Causal Journey into Mixed-View Actor-Centric Video Action Recognition under Occlusions | Nov 24, 2024 | Action ClassificationAction Recognition | CodeCode Available | 0 |
| GIFT: A Framework for Global Interpretable Faithful Textual Explanations of Vision Classifiers | Nov 23, 2024 | counterfactual | CodeCode Available | 0 |
| Derivative-Free Diffusion Manifold-Constrained Gradient for Unified XAI | Nov 22, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 2 |
| Dynamic spatial interaction models for a leader's resource allocation and followers' multiple activities | Nov 21, 2024 | counterfactual | —Unverified | 0 |
| No Free Delivery Service: Epistemic limits of passive data collection in complex social systems | Nov 20, 2024 | counterfactualRecommendation Systems | —Unverified | 0 |
| Progressive Generalization Risk Reduction for Data-Efficient Causal Effect Estimation | Nov 18, 2024 | Active Learningcounterfactual | CodeCode Available | 0 |
| Private Counterfactual Retrieval With Immutable Features | Nov 15, 2024 | counterfactualInformation Retrieval | —Unverified | 0 |
| Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level | Nov 15, 2024 | Benchmarkingcounterfactual | —Unverified | 0 |
| Counterfactual Learning-Driven Representation Disentanglement for Search-Enhanced Recommendation | Nov 14, 2024 | Collaborative Filteringcounterfactual | —Unverified | 0 |
| Difference-in-Differences with Sample Selection | Nov 14, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| Counterfactual Uncertainty Quantification of Factual Estimand of Efficacy from Before-and-After Treatment Repeated Measures Randomized Controlled Trials | Nov 14, 2024 | counterfactualUncertainty Quantification | —Unverified | 0 |
| Mediffusion: Joint Diffusion for Self-Explainable Semi-Supervised Classification and Medical Image Generation | Nov 12, 2024 | counterfactualImage Generation | —Unverified | 0 |
| Language Models as Causal Effect Generators | Nov 12, 2024 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Identifying Differential Patient Care Through Inverse Intent Inference | Nov 11, 2024 | counterfactualImitation Learning | —Unverified | 0 |
| Gumbel Counterfactual Generation From Language Models | Nov 11, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Cyclic Vision-Language Manipulator: Towards Reliable and Fine-Grained Image Interpretation for Automated Report Generation | Nov 8, 2024 | counterfactualDecision Making | —Unverified | 0 |
| HourVideo: 1-Hour Video-Language Understanding | Nov 7, 2024 | Benchmarkingcounterfactual | CodeCode Available | 2 |
| An Adversarial Approach to Identification | Nov 6, 2024 | counterfactualvalid | —Unverified | 0 |
| Identification and Inference in General Bunching Designs | Nov 6, 2024 | counterfactual | —Unverified | 0 |
| Synomaly Noise and Multi-Stage Diffusion: A Novel Approach for Unsupervised Anomaly Detection in Ultrasound Imaging | Nov 6, 2024 | Anomaly Detectioncounterfactual | CodeCode Available | 0 |
| Causal Responsibility Attribution for Human-AI Collaboration | Nov 5, 2024 | Attributecounterfactual | CodeCode Available | 0 |
| M-CELS: Counterfactual Explanation for Multivariate Time Series Data Guided by Learned Saliency Maps | Nov 4, 2024 | Classificationcounterfactual | CodeCode Available | 0 |
| A Comparative Analysis of Counterfactual Explanation Methods for Text Classifiers | Nov 4, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Counterfactual Explanations via Riemannian Latent Space Traversal | Nov 4, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Counterfactual explainability of black-box prediction models | Nov 3, 2024 | counterfactualPrediction | —Unverified | 0 |
| Hierarchical and Density-based Causal Clustering | Nov 2, 2024 | Clusteringcounterfactual | —Unverified | 0 |
| Fighting Spurious Correlations in Text Classification via a Causal Learning Perspective | Nov 1, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| A Semiparametric Approach to Causal Inference | Nov 1, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| Constrained Sampling with Primal-Dual Langevin Monte Carlo | Nov 1, 2024 | Bayesian Inferencecounterfactual | CodeCode Available | 0 |
| Learning in Markov Games with Adaptive Adversaries: Policy Regret, Fundamental Barriers, and Efficient Algorithms | Nov 1, 2024 | counterfactual | —Unverified | 0 |
| AR-Pro: Counterfactual Explanations for Anomaly Repair with Formal Properties | Oct 31, 2024 | Anomaly Detectioncounterfactual | CodeCode Available | 0 |
| An Information Criterion for Controlled Disentanglement of Multimodal Data | Oct 31, 2024 | counterfactualDisentanglement | CodeCode Available | 0 |
| Counterfactual MRI Data Augmentation using Conditional Denoising Diffusion Generative Models | Oct 31, 2024 | Anatomycounterfactual | CodeCode Available | 0 |
| Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized Recommendation | Oct 30, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| CoGS: Model Agnostic Causality Constrained Counterfactual Explanations using goal-directed ASP | Oct 30, 2024 | counterfactualDecision Making | —Unverified | 0 |
| CausAdv: A Causal-based Framework for Detecting Adversarial Examples | Oct 29, 2024 | Adversarial Robustnesscounterfactual | CodeCode Available | 0 |
| Bayesian Counterfactual Prediction Models for HIV Care Retention with Incomplete Outcome and Covariate Information | Oct 29, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| FGCE: Feasible Group Counterfactual Explanations for Auditing Fairness | Oct 29, 2024 | counterfactualFairness | —Unverified | 0 |
| Guided Diffusion-based Counterfactual Augmentation for Robust Session-based Recommendation | Oct 29, 2024 | counterfactualData Augmentation | —Unverified | 0 |
| Robust Network Targeting with Multiple Nash Equilibria | Oct 28, 2024 | counterfactual | —Unverified | 0 |
| Relation-based Counterfactual Data Augmentation and Contrastive Learning for Robustifying Natural Language Inference Models | Oct 28, 2024 | Contrastive Learningcounterfactual | —Unverified | 0 |
| Towards Unifying Evaluation of Counterfactual Explanations: Leveraging Large Language Models for Human-Centric Assessments | Oct 28, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |