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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 Scenes—0
T2SG: Traffic Topology Scene Graph for Topology Reasoning in Autonomous Driving—0
Causal Inference in Finance: An Expertise-Driven Model for Instrument Variables Identification and Interpretation—0
Navigating Spatial Inequities in Freight Truck Crash Severity via Counterfactual Inference in Los Angeles—0
RoCoDA: Counterfactual Data Augmentation for Data-Efficient Robot Learning from Demonstrations—0
Why the Agent Made that Decision: Explaining Deep Reinforcement Learning with Vision Masks—0
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 activities—0
No Free Delivery Service: Epistemic limits of passive data collection in complex social systems—0
Progressive Generalization Risk Reduction for Data-Efficient Causal Effect EstimationCode0
Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level—0
Private Counterfactual Retrieval With Immutable Features—0
Counterfactual Learning-Driven Representation Disentanglement for Search-Enhanced Recommendation—0
Counterfactual Uncertainty Quantification of Factual Estimand of Efficacy from Before-and-After Treatment Repeated Measures Randomized Controlled Trials—0
Difference-in-Differences with Sample Selection—0
Mediffusion: Joint Diffusion for Self-Explainable Semi-Supervised Classification and Medical Image Generation—0
Language Models as Causal Effect GeneratorsCode1
Identifying Differential Patient Care Through Inverse Intent Inference—0
Gumbel Counterfactual Generation From Language ModelsCode1
Cyclic Vision-Language Manipulator: Towards Reliable and Fine-Grained Image Interpretation for Automated Report Generation—0
HourVideo: 1-Hour Video-Language UnderstandingCode2
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