SARI: Simplistic Average and Robust Identification based Noisy Partial Label Learning. - Darshana Saravanan; Naresh Manwani; Vineet Gandhi (CoRR, 2024)

VELOCITI: Can Video-Language Models Bind Semantic Concepts through Time? - Darshana Saravanan; Darshan Singh S; Varun Gupta; Zeeshan Khan; Vineet Gandhi; Makarand Tapaswi (CoRR, 2024)

VELOCITI: Benchmarking Video-Language Compositional Reasoning with Strict Entailment. - Darshana Saravanan; Varun Gupta; Darshan Singh S; Zeeshan Khan; Vineet Gandhi; Makarand Tapaswi (CVPR, 2025)

Pseudo-labelling meets Label Smoothing for Noisy Partial Label Learning. - Darshana Saravanan; Naresh Manwani; Vineet Gandhi (CVPR Workshops, 2025)

Investigating Mechanisms for In-Context Vision Language Binding. - Darshana Saravanan; Makarand Tapaswi; Vineet Gandhi (CVPR Workshops, 2025)