2 papers
cs.LG2025
Challenges in Understanding Modality Conflict in Vision-Language Models
Trang Nguyen, Jackson Michaels, Madalina Fiterau +1
This paper highlights the challenge of decomposing conflict detection from conflict resolution in Vision-Language Models (VLMs) and presents potential approaches, including using a…
cs.LG2025
Improving Generative Methods for Causal Evaluation via Simulation-Based Inference
Pracheta Amaranath, Vinitra Muralikrishnan, Amit Sharma +1
Generating synthetic datasets that accurately reflect real-world observational data is critical for evaluating causal estimators, but it remains a challenging task. Existing genera…