"counterfactual reasoning" Papers
10 papers found
Causal Reasoning and Large Language Models: Opening a New Frontier for Causality
Chenhao Tan, Robert Ness, Amit Sharma et al.
ICLR 2025posterarXiv:2305.00050
390
citations
MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos
Xuehai He, Weixi Feng, Kaizhi Zheng et al.
ICLR 2025posterarXiv:2406.08407
34
citations
Rethinking Visual Counterfactual Explanations Through Region Constraint
Bartlomiej Sobieski, Jakub Grzywaczewski, Bartłomiej Sadlej et al.
ICLR 2025posterarXiv:2410.12591
10
citations
Turning the Tables: Enabling Backward Transfer via Causal-Aware LoRA in Continual Learning
Chaoyang Li, Runze Ye, Jianyang Qin et al.
NeurIPS 2025poster
Universal Causal Inference in a Topos
Sridhar Mahadevan
NeurIPS 2025spotlight
2
citations
Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based Training
Ming-Kun Xie, Jia-Hao Xiao, Pei Peng et al.
ICML 2024poster
Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation
Xuexin Chen, Ruichu Cai, Zhengting Huang et al.
ICML 2024poster
Hybrid$^2$ Neural ODE Causal Modeling and an Application to Glycemic Response
Junyi Zou, Matthew Levine, Dessi Zaharieva et al.
ICML 2024poster
TIBET: Identifying and Evaluating Biases in Text-to-Image Generative Models
Aditya Aravind Chinchure, Pushkar Shukla, Gaurav Bhatt et al.
ECCV 2024posterarXiv:2312.01261
49
citations
Towards More Faithful Natural Language Explanation Using Multi-Level Contrastive Learning in VQA
Chengen Lai, Shengli Song, Shiqi Meng et al.
AAAI 2024paperarXiv:2312.13594
9
citations