counterfactual learning

Differentially Private Synthetic Control AISTATS 2023 Disentangled Counterfactual Learning for Physical Audiovisual Commonsense Reasoning NeurIPS 2023 Factual Relation Discrimination for Factuality-oriented Abstractive Summarization EMNLP 2023 Improved Policy Evaluation for Randomized Trials of Algorithmic Resource Allocation ICML 2023 Learning Distortion Invariant Representation for Image Restoration From a Causality Perspective CVPR 2023 Learning Event-Relevant Factors for Video Anomaly Detection AAAI 2023 Masked Images Are Counterfactual Samples for Robust Fine-Tuning CVPR 2023 CEM: Machine-Human Chatting Handoff via Causal-Enhance Module EMNLP 2022 Counterfactual Cycle-Consistent Learning for Instruction Following and Generation in Vision-Language Navigation CVPR 2022 Debiasing Graph Neural Networks via Learning Disentangled Causal Substructure NeurIPS 2022 Efficient Counterfactual Debiasing for Visual Question Answering WACV 2022 Enhancing Counterfactual Classification Performance via Self-Training AAAI 2022 Bridging the Domain Gap: Improve Informal Language Translation via Counterfactual Domain Adaptation AAAI 2021 Counterfactual Adversarial Learning with Representation Interpolation EMNLP 2021 Counterfactual Representation Learning with Balancing Weights AISTATS 2021 Counterfactual Zero-Shot and Open-Set Visual Recognition CVPR 2021 High-Confidence Off-Policy (or Counterfactual) Variance Estimation AAAI 2021 Learning Causal Representation for Training Cross-Domain Pose Estimator via Generative Interventions ICCV 2021 Regret Minimization for Causal Inference on Large Treatment Space AISTATS 2021 Unifying Online and Counterfactual Learning to Rank: A Novel Counterfactual Estimator that Effectively Utilizes Online Interventions (Extended Abstract) IJCAI 2021 Adversarial Counterfactual Learning and Evaluation for Recommender System NeurIPS 2020 CoPhy: Counterfactual Learning of Physical Dynamics ICLR 2020 Counterfactual Contrastive Learning for Weakly-Supervised Vision-Language Grounding NeurIPS 2020 Counterfactual Vision-and-Language Navigation: Unravelling the Unseen NeurIPS 2020 Information Theoretic Counterfactual Learning from Missing-Not-At-Random Feedback NeurIPS 2020