counterfactual generation

Agentic Economic Modeling ACL 2026 Causal and Active Learning-Based Counterfactual Chest X-ray Generation for Supporting Clinical Decision-Making in Lung Disease CLeaR 2026 I2CD: An Invertible Causal Framework for Compositional Zero-Shot Learning via Disentangle-Compose-Disentangle AAAI 2026 An Information Criterion for Controlled Disentanglement of Multimodal Data ICLR 2025 A Practical Method for Generating String Counterfactuals NAACL 2025 A Visual Leap in CLIP Compositionality Reasoning through Generation of Counterfactual Sets ICCV 2025 Causality-Inspired Disentanglement for Fair Graph Neural Networks IJCAI 2025 CDAˆ2: Counterfactual Diffusion Augmentation for Cross-Domain Adaptation in Low-Resource Sentiment Analysis COLING 2025 Derivative-Free Diffusion Manifold-Constrained Gradient for Unified XAI CVPR 2025 Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation EMNLP 2025 Diffusion Counterfactual Generation with Semantic Abduction ICML 2025 Estimation of single-cell and tissue perturbation effect in spatial transcriptomics via Spatial Causal Disentanglement ICLR 2025 FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation ACL 2025 From Visual Explanations to Counterfactual Explanations with Latent Diffusion WACV 2025 Gumbel Counterfactual Generation From Language Models ICLR 2025 Latent Drifting in Diffusion Models for Counterfactual Medical Image Synthesis CVPR 2025 Learning Causal Alignment for Reliable Disease Diagnosis ICLR 2025 Leveraging Variation Theory in Counterfactual Data Augmentation for Optimized Active Learning ACL 2025 LLMs Protégés: Tutoring LLMs with Knowledge Gaps Improves Student Learning Outcome ACL 2025 Mitigating Selection Bias with Node Pruning and Auxiliary Options ACL 2025 Point-Based Shape Representation Generation with a Correspondence-Preserving Diffusion Model MIDL 2025 ReGen: Generative Robot Simulation via Inverse Design ICLR 2025 Toward Causal Generative Modeling: From Representation to Generation AAAI 2025 Uncertainty in Causality: A New Frontier ACL 2025 Walk the Talk? Measuring the Faithfulness of Large Language Model Explanations ICLR 2025