counterfactual learning

Discovering Latent Facts from Context to Construct Richer Open Knowledge Graphs AAAI 2026 Learning More from Less: Exploiting Counterfactuals for Data-Efficient Chart Understanding ACL 2026 Truncated Counterfactual Learning for Anytime Multi-Agent Path Finding AAAI 2026 Counterfactual Task-augmented Meta-learning for Cold-start Sequential Recommendation AAAI 2025 CryChime: When Large Language Models Learn to Listen to Distant Cries - A Counterfactual PEFT Framework for Urgent Need Detection in Disaster Social Media ACML 2025 Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image Classification IJCAI 2025 FedCFA: Alleviating Simpson’s Paradox in Model Aggregation with Counterfactual Federated Learning AAAI 2025 Implicit Counterfactual Learning for Audio-Visual Segmentation ICCV 2025 Knowledge-Aligned Counterfactual-Enhancement Diffusion Perception for Unsupervised Cross-Domain Visual Emotion Recognition CVPR 2025 Learning Counterfactually Decoupled Attention for Open-World Model Attribution ICCV 2025 Mitigating Spurious Correlations via Counterfactual Contrastive Learning EMNLP 2025 Out-of-Distribution Generalization on Graphs via Progressive Inference AAAI 2025 Social Recommendation via Graph-Level Counterfactual Augmentation AAAI 2025 An Interactive Human-Machine Learning Interface for Collecting and Learning from Complex Annotations IJCAI 2024 Assessing News Thumbnail Representativeness: Counterfactual text can enhance the cross-modal matching ability ACL 2024 Can't Make an Omelette Without Breaking Some Eggs: Plausible Action Anticipation Using Large Video-Language Models CVPR 2024 Consistent Document-level Relation Extraction via Counterfactuals EMNLP 2024 Counterfactual-Enhanced Information Bottleneck for Aspect-Based Sentiment Analysis AAAI 2024 Counterfactual Graph Learning for Anomaly Detection with Feature Disentanglement and Generation (Student Abstract) AAAI 2024 Multi-Aspect Controllable Text Generation with Disentangled Counterfactual Augmentation ACL 2024 Revisiting Counterfactual Problems in Referring Expression Comprehension CVPR 2024 Co2PT: Mitigating Bias in Pre-trained Language Models through Counterfactual Contrastive Prompt Tuning EMNLP 2023 Counterfactual Active Learning for Out-of-Distribution Generalization ACL 2023 Counterfactual Learning with General Data-Generating Policies AAAI 2023 Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond EMNLP 2023