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counterfactual

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TitleStatusHype
DISentangled Counterfactual Visual interpretER (DISCOVER) generalizes to natural images—0
DiffExplainer: Unveiling Black Box Models Via Counterfactual GenerationCode0
Causal Inference with Latent Variables: Recent Advances and Future Prospectives—0
Watching the Watchers: A Comparative Fairness Audit of Cloud-based Content Moderation Services—0
An agent-based model of behaviour change calibrated to reversal learning dataCode0
Heterogeneous Graph Neural Networks with Post-hoc Explanations for Multi-modal and Explainable Land Use InferenceCode0
Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement LearningCode0
Reinforcing Pre-trained Models Using Counterfactual Images—0
Interpreting Bias in Large Language Models: A Feature-Based Approach—0
LLMs Are Prone to Fallacies in Causal Inference—0
Probabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs—0
JobFair: A Framework for Benchmarking Gender Hiring Bias in Large Language Models—0
Counterfactual Debating with Preset Stances for Hallucination Elimination of LLMsCode0
The Base-Rate Effect on LLM Benchmark Performance: Disambiguating Test-Taking Strategies from Benchmark Performance—0
Teleporter Theory: A General and Simple Approach for Modeling Cross-World Counterfactual Causality—0
They're All Doctors: Synthesizing Diverse Counterfactuals to Mitigate Associative Bias—0
Towards Lifelong Dialogue Agents via Timeline-based Memory Management—0
IG2: Integrated Gradient on Iterative Gradient Path for Feature AttributionCode1
Validation of human benchmark models for Automated Driving System approval: How competent and careful are they really?—0
VLind-Bench: Measuring Language Priors in Large Vision-Language ModelsCode1
Counterfactual-based Root Cause Analysis for Dynamical Systems—0
Counteracting Duration Bias in Video Recommendation via Counterfactual Watch TimeCode0
MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in VideosCode1
Ablation Based Counterfactuals—0
Test-Time Fairness and Robustness in Large Language Models—0
Training and Validating a Treatment Recommender with Partial Verification Evidence—0
Controlling Counterfactual Harm in Decision Support Systems Based on Prediction SetsCode0
PairCFR: Enhancing Model Training on Paired Counterfactually Augmented Data through Contrastive LearningCode0
Self-Distilled Disentangled Learning for Counterfactual PredictionCode0
TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models—0
G-Transformer: Counterfactual Outcome Prediction under Dynamic and Time-varying Treatment Regimes—0
Probabilistic Perspectives on Error Minimization in Adversarial Reinforcement LearningCode0
GNNAnatomy: Rethinking Model-Level Explanations for Graph Neural Networks—0
Multi-Agent Imitation Learning: Value is Easy, Regret is Hard—0
Causal Estimation of Memorisation ProfilesCode1
When does IV identification not restrict outcomes?—0
Towards Understanding the Influence of Training Samples on Explanations—0
Do Cure Violence Programs Reduce Gun Violence? Evidence from New York City—0
Probing the Category of Verbal Aspect in Transformer Language Models—0
Extended Mind TransformersCode2
Unsupervised Distractor Generation via Large Language Model Distilling and Counterfactual Contrastive Decoding—0
CoLa-DCE -- Concept-guided Latent Diffusion Counterfactual Explanations—0
Take its Essence, Discard its Dross! Debiasing for Toxic Language Detection via Counterfactual Causal EffectCode0
Expected Grad-CAM: Towards gradient faithfulnessCode0
Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question AnsweringCode1
Causal Contrastive Learning for Counterfactual Regression Over Time—0
Reward Machines for Deep RL in Noisy and Uncertain EnvironmentsCode0
Weak Robust Compatibility Between Learning Algorithms and Counterfactual Explanation Generation Algorithms—0
Enhancing Counterfactual Image Generation Using Mahalanobis Distance with Distribution Preferences in Feature Space—0
Probabilities of Causation for Continuous and Vector Variables—0
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