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counterfactual

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Showing 351400 of 2765 papers

TitleStatusHype
Lookahead Counterfactual FairnessCode0
A Comprehensive Guide to Explainable AI: From Classical Models to LLMsCode2
LiDAR-EDIT: LiDAR Data Generation by Editing the Object Layouts in Real-World Scenes0
T2SG: Traffic Topology Scene Graph for Topology Reasoning in Autonomous Driving0
Causal Inference in Finance: An Expertise-Driven Model for Instrument Variables Identification and Interpretation0
Navigating Spatial Inequities in Freight Truck Crash Severity via Counterfactual Inference in Los Angeles0
RoCoDA: Counterfactual Data Augmentation for Data-Efficient Robot Learning from Demonstrations0
Why the Agent Made that Decision: Explaining Deep Reinforcement Learning with Vision Masks0
OccludeNet: A Causal Journey into Mixed-View Actor-Centric Video Action Recognition under OcclusionsCode0
GIFT: A Framework for Global Interpretable Faithful Textual Explanations of Vision ClassifiersCode0
Derivative-Free Diffusion Manifold-Constrained Gradient for Unified XAICode2
Dynamic spatial interaction models for a leader's resource allocation and followers' multiple activities0
No Free Delivery Service: Epistemic limits of passive data collection in complex social systems0
Progressive Generalization Risk Reduction for Data-Efficient Causal Effect EstimationCode0
Private Counterfactual Retrieval With Immutable Features0
Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level0
Counterfactual Learning-Driven Representation Disentanglement for Search-Enhanced Recommendation0
Difference-in-Differences with Sample Selection0
Counterfactual Uncertainty Quantification of Factual Estimand of Efficacy from Before-and-After Treatment Repeated Measures Randomized Controlled Trials0
Mediffusion: Joint Diffusion for Self-Explainable Semi-Supervised Classification and Medical Image Generation0
Language Models as Causal Effect GeneratorsCode1
Identifying Differential Patient Care Through Inverse Intent Inference0
Gumbel Counterfactual Generation From Language ModelsCode1
Cyclic Vision-Language Manipulator: Towards Reliable and Fine-Grained Image Interpretation for Automated Report Generation0
HourVideo: 1-Hour Video-Language UnderstandingCode2
An Adversarial Approach to Identification0
Identification and Inference in General Bunching Designs0
Synomaly Noise and Multi-Stage Diffusion: A Novel Approach for Unsupervised Anomaly Detection in Ultrasound ImagingCode0
Causal Responsibility Attribution for Human-AI CollaborationCode0
M-CELS: Counterfactual Explanation for Multivariate Time Series Data Guided by Learned Saliency MapsCode0
A Comparative Analysis of Counterfactual Explanation Methods for Text Classifiers0
Counterfactual Explanations via Riemannian Latent Space Traversal0
Counterfactual explainability of black-box prediction models0
Hierarchical and Density-based Causal Clustering0
Fighting Spurious Correlations in Text Classification via a Causal Learning PerspectiveCode0
A Semiparametric Approach to Causal Inference0
Constrained Sampling with Primal-Dual Langevin Monte CarloCode0
Learning in Markov Games with Adaptive Adversaries: Policy Regret, Fundamental Barriers, and Efficient Algorithms0
AR-Pro: Counterfactual Explanations for Anomaly Repair with Formal PropertiesCode0
An Information Criterion for Controlled Disentanglement of Multimodal DataCode0
Counterfactual MRI Data Augmentation using Conditional Denoising Diffusion Generative ModelsCode0
Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized RecommendationCode0
CoGS: Model Agnostic Causality Constrained Counterfactual Explanations using goal-directed ASP0
CausAdv: A Causal-based Framework for Detecting Adversarial ExamplesCode0
Bayesian Counterfactual Prediction Models for HIV Care Retention with Incomplete Outcome and Covariate Information0
FGCE: Feasible Group Counterfactual Explanations for Auditing Fairness0
Guided Diffusion-based Counterfactual Augmentation for Robust Session-based Recommendation0
Robust Network Targeting with Multiple Nash Equilibria0
Relation-based Counterfactual Data Augmentation and Contrastive Learning for Robustifying Natural Language Inference Models0
Towards Unifying Evaluation of Counterfactual Explanations: Leveraging Large Language Models for Human-Centric AssessmentsCode0
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