"counterfactual reasoning" Papers
14 papers found
Conference
Causal Reasoning and Large Language Models: Opening a New Frontier for Causality
Chenhao Tan, Robert Ness, Amit Sharma et al.
ICLR 2025arXiv:2305.00050
403
citations
From Probability to Counterfactuals: the Increasing Complexity of Satisfiability in Pearl's Causal Hierarchy
Julian Dörfler, Benito van der Zander, Markus Bläser et al.
ICLR 2025arXiv:2405.07373
5
citations
MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos
Xuehai He, Weixi Feng, Kaizhi Zheng et al.
ICLR 2025arXiv:2406.08407
36
citations
OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual Reasoning
Shihao Wang, Zhiding Yu, Xiaohui Jiang et al.
CVPR 2025arXiv:2504.04348
86
citations
ReGen: Generative Robot Simulation via Inverse Design
Peter (Phat) Nguyen, Johnson (Tsun-Hsuan) Wang, Zhang-Wei Hong et al.
ICLR 2025arXiv:2511.04769
4
citations
Rethinking Visual Counterfactual Explanations Through Region Constraint
Bartlomiej Sobieski, Jakub Grzywaczewski, Bartłomiej Sadlej et al.
ICLR 2025arXiv:2410.12591
11
citations
Turning the Tables: Enabling Backward Transfer via Causal-Aware LoRA in Continual Learning
Chaoyang Li, Runze Ye, Jianyang Qin et al.
NEURIPS 2025
Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning
Jianming Chen, Yawen Wang, Junjie Wang et al.
AAAI 2025paperarXiv:2412.15619
7
citations
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 2024arXiv:2404.06287
9
citations
Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation
Xuexin Chen, Ruichu Cai, Zhengting Huang et al.
ICML 2024arXiv:2402.08845
5
citations
Hybrid$^2$ Neural ODE Causal Modeling and an Application to Glycemic Response
Junyi Zou, Matthew Levine, Dessi Zaharieva et al.
ICML 2024arXiv:2402.17233
10
citations
TIBET: Identifying and Evaluating Biases in Text-to-Image Generative Models
Aditya Aravind Chinchure, Pushkar Shukla, Gaurav Bhatt et al.
ECCV 2024arXiv: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
10
citations