conftrace_

backdoor adjustment

34 papers

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Co-occurring keywords

causal inference (1630) structural causal model (184) spurious correlation (279) causal intervention (110) counterfactual reasoning (230) domain generalization (1522) few-shot learning (3398) representation learning (6206) hate speech detection (723) causal graph (140)

Papers

Causal Reward Adjustment: Mitigating Reward Hacking in External Reasoning via Backdoor Correction AAAI 2026
Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization IJCAI 2025
CABIN: Debiasing Vision-Language Models Using Backdoor Adjustments IJCAI 2025
CoDeR: Counterfactual Demand Reasoning for Sequential Recommendation AAAI 2025
Disconfounding Fake News Video Explanation with Causal Inference IJCAI 2025
Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model NIPS 2024
Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning IJCAI 2024
Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis COLING 2024
Backdoor Adjustment via Group Adaptation for Debiased Coupon Recommendations AAAI 2024
De-biased Attention Supervision for Text Classification with Causality AAAI 2024
DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference ACL 2024
FairReFuse: Referee-Guided Fusion for Multi-Modal Causal Fairness in Depression Detection IJCAI 2024
De-confounded Data-free Knowledge Distillation for Handling Distribution Shifts CVPR 2024
A Kernel Test for Causal Association via Noise Contrastive Backdoor Adjustment JMLR 2024
Compositional Probabilistic and Causal Inference using Tractable Circuit Models AISTATS 2023
Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from a Conditional Causal Perspective AAAI 2023
Video-Audio Domain Generalization via Confounder Disentanglement AAAI 2023
Interventional Rationalization EMNLP 2023
Interventional Bag Multi-Instance Learning on Whole-Slide Pathological Images CVPR 2023
Context De-Confounded Emotion Recognition CVPR 2023
Debiasing NLU Models via Causal Intervention and Counterfactual Reasoning AAAI 2022
Robust Hate Speech Detection via Mitigating Spurious Correlations IJCNLP 2022
Show, Deconfound and Tell: Image Captioning With Causal Inference CVPR 2022
Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment NIPS 2022
Robust Hate Speech Detection via Mitigating Spurious Correlations AACL 2022