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Counterfactual Reasoning

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Showing 26–50 of 219 papers

TitleStatusHype
GANterfactual - Counterfactual Explanations for Medical Non-Experts using Generative Adversarial LearningCode1
Reconsidering Generative Objectives For Counterfactual ReasoningCode1
Explaining by Removing: A Unified Framework for Model ExplanationCode1
Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense ReasoningCode1
Social Commonsense Reasoning with Multi-Head Knowledge AttentionCode1
Reward Machines: Exploiting Reward Function Structure in Reinforcement LearningCode1
Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal EffectCode1
SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual ReasoningCode1
Counterfactual Learning of Stochastic Policies with Continuous Actions: from Models to Offline EvaluationCode1
Transformers as Soft Reasoners over LanguageCode1
Social Influence as Intrinsic Motivation for Multi-Agent Deep Reinforcement LearningCode1
HalluSegBench: Counterfactual Visual Reasoning for Segmentation Hallucination Evaluation—0
Active Inference AI Systems for Scientific Discovery—0
An introduction to Causal Modelling—0
WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models—0
Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question AnsweringCode0
Diffusion Counterfactual Generation with Semantic AbductionCode0
Counterfactual reasoning: an analysis of in-context emergenceCode0
Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation—0
Causality and "In-the-Wild" Video-Based Person Re-ID: A Survey—0
Causal Cartographer: From Mapping to Reasoning Over Counterfactual WorldsCode0
Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning—0
Beyond the Known: Decision Making with Counterfactual Reasoning Decision TransformerCode0
An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning—0
Exogenous Isomorphism for Counterfactual IdentifiabilityCode0
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