2 papers
cs.CV2026
GridVQA-X: A Framework for Evaluating Multimodal Explainability Methods
Sujay Belsare, Sudarshan Nikhil, Sushant Kumar +2
With the increasing development of Vision-Language Models, it becomes imperative that their predictions are readily explainable to relevant stakeholders. However, the field of expl…
cs.LG2026
Sample Complexity of Causal Identification with Temporal Heterogeneity
Ameya Rathod, Sujay Belsare, Salvik Krishna Nautiyal +2
Recovering a unique causal graph from observational data is an ill-posed problem because multiple generating mechanisms can lead to the same observational distribution. This proble…