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counterfactual

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TitleStatusHype
Statistical Perspective on Functional and Causal Neural Connectomics: The Time-Aware PC AlgorithmCode1
Knowledge Infused DecodingCode1
CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender SystemCode1
Counterfactual Cycle-Consistent Learning for Instruction Following and Generation in Vision-Language NavigationCode1
Diffusion Models for Counterfactual ExplanationsCode1
Making Heads or Tails: Towards Semantically Consistent Visual CounterfactualsCode1
CaRTS: Causality-driven Robot Tool Segmentation from Vision and Kinematics DataCode1
MERIt: Meta-Path Guided Contrastive Learning for Logical ReasoningCode1
Disentangling Long and Short-Term Interests for RecommendationCode1
DoCoGen: Domain Counterfactual Generation for Low Resource Domain AdaptationCode1
COLD Decoding: Energy-based Constrained Text Generation with Langevin DynamicsCode1
Diffusion Causal Models for Counterfactual EstimationCode1
Learning and Evaluating Graph Neural Network Explanations based on Counterfactual and Factual ReasoningCode1
Decoupling Local and Global Representations of Time SeriesCode1
Which Style Makes Me Attractive? Interpretable Control Discovery and Counterfactual Explanation on StyleGANCode1
On the Robustness of Sparse Counterfactual Explanations to Adverse PerturbationsCode1
Learning Fair Node Representations with Graph Counterfactual FairnessCode1
BITES: Balanced Individual Treatment Effect for Survival dataCode1
Debiased Learning from Naturally Imbalanced Pseudo-LabelsCode1
Contextual Debiasing for Visual Recognition With Causal MechanismsCode1
CRASS: A Novel Data Set and Benchmark to Test Counterfactual Reasoning of Large Language ModelsCode1
Unsupervised Editing for Counterfactual StoriesCode1
FuseDream: Training-Free Text-to-Image Generation with Improved CLIP+GAN Space OptimizationCode1
Inducing Causal Structure for Interpretable Neural NetworksCode1
SyncTwin: Treatment Effect Estimation with Longitudinal OutcomesCode1
STEEX: Steering Counterfactual Explanations with SemanticsCode1
Counterfactual Temporal Point ProcessesCode1
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 ReviewCode1
Counterfactual Shapley Additive ExplanationsCode1
VACA: Design of Variational Graph Autoencoders for Interventional and Counterfactual QueriesCode1
RL4RS: A Real-World Dataset for Reinforcement Learning based Recommender SystemCode1
Counterfactual Debiasing Inference for Compositional Action RecognitionCode1
An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language ModelsCode1
Learning Time Series Counterfactuals via Latent Space RepresentationsCode1
Counterfactual Samples Synthesizing and Training for Robust Visual Question AnsweringCode1
LEMON: Explainable Entity MatchingCode1
AdViCE: Aggregated Visual Counterfactual Explanations for Machine Learning Model ValidationCode1
Uncovering Main Causalities for Long-tailed Information ExtractionCode1
Desiderata for Representation Learning: A Causal PerspectiveCode1
Factual Consistency Evaluation for Text Summarization via Counterfactual EstimationCode1
ProoFVer: Natural Logic Theorem Proving for Fact VerificationCode1
Counterfactual Explainable RecommendationCode1
Learn-Explain-Reinforce: Counterfactual Reasoning and Its Guidance to Reinforce an Alzheimer's Disease Diagnosis ModelCode1
Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identificationCode1
The AI Economist: Optimal Economic Policy Design via Two-level Deep Reinforcement LearningCode1
CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation AlgorithmsCode1
Counterfactual Inference for Text Classification DebiasingCode1
Human Trajectory Prediction via Counterfactual AnalysisCode1
Auto IV: Counterfactual Prediction via Automatic Instrumental Variable DecompositionCode1
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