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counterfactual

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TitleStatusHype
Ask to Know More: Generating Counterfactual Explanations for Fake ClaimsCode1
Entering Real Social World! Benchmarking the Social Intelligence of Large Language Models from a First-person PerspectiveCode1
Estimating the Effects of Continuous-valued Interventions using Generative Adversarial NetworksCode1
Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD GeneralizationCode1
Connecting Attributions and QA Model Behavior on Realistic CounterfactualsCode1
Evaluating Reliability in Medical DNNs: A Critical Analysis of Feature and Confidence-Based OOD DetectionCode1
Celcomen: spatial causal disentanglement for single-cell and tissue perturbation modelingCode1
CELLO: Causal Evaluation of Large Vision-Language ModelsCode1
Explaining Black-Box Models through CounterfactualsCode1
Explaining by Removing: A Unified Framework for Model ExplanationCode1
Explaining NLP Models via Minimal Contrastive Editing (MiCE)Code1
Explaining Time Series via Contrastive and Locally Sparse PerturbationsCode1
A Structural Causal Model for MR Images of Multiple SclerosisCode1
Accelerated Convergence for Counterfactual Learning to RankCode1
CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model BehaviorCode1
A Survey of Deep Causal Models and Their Industrial ApplicationsCode1
CF-GNNExplainer: Counterfactual Explanations for Graph Neural NetworksCode1
A Survey on Causal Inference for RecommendationCode1
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research ChallengesCode1
A Ladder of Causal DistancesCode1
FedCFA: Alleviating Simpson's Paradox in Model Aggregation with Counterfactual Federated LearningCode1
Finding Regions of Counterfactual Explanations via Robust OptimizationCode1
Causal Transformer for Estimating Counterfactual OutcomesCode1
Calibrated Explanations: with Uncertainty Information and CounterfactualsCode1
On Robustness and Bias Analysis of BERT-based Relation ExtractionCode1
GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual ExplanationsCode1
Algorithmic recourse under imperfect causal knowledge: a probabilistic approachCode1
Calibrated Explanations for RegressionCode1
Causal Triplet: An Open Challenge for Intervention-centric Causal Representation LearningCode1
Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal RecommendationsCode1
CaMP: Causal Multi-policy Planning for Interactive Navigation in Multi-room ScenesCode1
Global Counterfactual Explanations: Investigations, Implementations and ImprovementsCode1
GNNX-BENCH: Unravelling the Utility of Perturbation-based GNN Explainers through In-depth BenchmarkingCode1
Auto IV: Counterfactual Prediction via Automatic Instrumental Variable DecompositionCode1
GRETEL: A unified framework for Graph Counterfactual Explanation EvaluationCode1
HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction DataCode1
DiG-IN: Diffusion Guidance for Investigating Networks -- Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual ExplanationsCode1
Causal normalizing flows: from theory to practiceCode1
Improving Conversational Recommendation Systems via Counterfactual Data SimulationCode1
Autoregressive flow-based causal discovery and inferenceCode1
Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense ReasoningCode1
Inducing Causal Structure for Interpretable Neural NetworksCode1
Causal Proxy Models for Concept-Based Model ExplanationsCode1
Interpretable Neural-Symbolic Concept ReasoningCode1
Intriguing Properties of Data Attribution on Diffusion ModelsCode1
Introspective Distillation for Robust Question AnsweringCode1
I Wish I Would Have Loved This One, But I Didn't -- A Multilingual Dataset for Counterfactual Detection in Product ReviewsCode1
Knowledge Infused DecodingCode1
LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual ImagesCode1
CheXplaining in Style: Counterfactual Explanations for Chest X-rays using StyleGANCode1
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