conftrace_

counterfactual inference

47 papers

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Also known as

CI

Co-occurring keywords

causal inference (1630) counterfactual reasoning (230) structural causal model (184) representation learning (6206) individual treatment effect (22) domain adaptation (4595) variational inference (2069) spurious correlation (279) bias mitigation (500) causal effect (107)

Papers

CounterBench: Evaluating and Improving Counterfactual Reasoning in Large Language Models AAAI 2026
DSCF: Dual-Source Counterfactual Fusion for High-Dimensional Combinatorial Interventions AAAI 2026
Invariant Feature Learning for Counterfactual Watch-time Prediction in Video Recommendation AAAI 2026
Image Quality Assessment: Investigating Causal Perceptual Effects with Abductive Counterfactual Inference CVPR 2025
Text-Guided Fine-grained Counterfactual Inference for Short Video Fake News Detection AAAI 2025
Beyond Spurious Signals: Debiasing Multimodal Large Language Models via Counterfactual Inference and Adaptive Expert Routing EMNLP 2025
Doubly Abductive Counterfactual Inference for Text-based Image Editing CVPR 2024
Boosting Multiple Instance Learning Models for Whole Slide Image Classification: A Model-Agnostic Framework Based on Counterfactual Inference AAAI 2024
CoreRec: A Counterfactual Correlation Inference for Next Set Recommendation AAAI 2024
Robust Emotion Recognition in Context Debiasing CVPR 2024
MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning NIPS 2024
Fast Counterfactual Inference for History-Based Reinforcement Learning AAAI 2023
Adversarial De-confounding in Individualised Treatment Effects Estimation AISTATS 2023
Partial Counterfactual Identification of Continuous Outcomes with a Curvature Sensitivity Model NIPS 2023
Improved multi-site Parkinson’s disease classification using neuroimaging data with counterfactual inference MIDL 2023
Causal Effect Identification in Cluster DAGs AAAI 2023
Self-Interpretable Time Series Prediction with Counterfactual Explanations ICML 2023
Transfer learning for individual treatment effect estimation UAI 2023
Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning ACL 2023
Counterfactual inference of second Opinions UAI 2022
Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes EMNLP 2022
What's the Harm? Sharp Bounds on the Fraction Negatively Affected by Treatment NIPS 2022
Causal Inference Through the Structural Causal Marginal Problem ICML 2022
Causal Classification: Treatment Effect Estimation vs. Outcome Prediction JMLR 2022
Deep Counterfactual Estimation with Categorical Background Variables NIPS 2022