4 citations · 5 across the 6 of their papers we have counts for
6 papers
Activity-Biometrics: Person Identification from Daily Activities
Shehreen Azad, Yogesh Singh Rawat
In this work, we study a novel problem which focuses on person identification while performing daily activities. Learning biometric features from RGB videos is challenging due to s…
Navigating Hallucinations for Reasoning of Unintentional Activities
Shresth Grover, Vibhav Vineet, Yogesh S Rawat
In this work we present a novel task of understanding unintentional human activities in videos. We formalize this problem as a reasoning task under zero-shot scenario, where given…
EZ-CLIP: Efficient Zeroshot Video Action Recognition
Shahzad Ahmad, Sukalpa Chanda, Yogesh S Rawat
Recent advancements in large-scale pre-training of visual-language models on paired image-text data have demonstrated impressive generalization capabilities for zero-shot tasks. Bu…
PRAT: PRofiling Adversarial aTtacks
Rahul Ambati, Naveed Akhtar, Ajmal Mian +1
Intrinsic susceptibility of deep learning to adversarial examples has led to a plethora of attack techniques with a broad common objective of fooling deep models. However, we find…
Efficiently Robustify Pre-trained Models
Nishant Jain, Harkirat Behl, Yogesh Singh Rawat +1
A recent trend in deep learning algorithms has been towards training large scale models, having high parameter count and trained on big dataset. However, robustness of such large s…
SVGraph: Learning Semantic Graphs from Instructional Videos
Madeline C. Schiappa, Yogesh S. Rawat
In this work, we focus on generating graphical representations of noisy, instructional videos for video understanding. We propose a self-supervised, interpretable approach that doe…