Search Results for author: Anirudh Sriram

Found 3 papers, 1 papers with code

HomE: Homography-Equivariant Video Representation Learning

1 code implementation2 Jun 2023 Anirudh Sriram, Adrien Gaidon, Jiajun Wu, Juan Carlos Niebles, Li Fei-Fei, Ehsan Adeli

In this work, we propose a novel method for representation learning of multi-view videos, where we explicitly model the representation space to maintain Homography Equivariance (HomE).

Action Classification Action Recognition +2

Joint Transformer/RNN Architecture for Gesture Typing in Indic Languages

no code implementations COLING 2020 Emil Biju, Anirudh Sriram, Mitesh M. Khapra, Pratyush Kumar

Gesture typing is a method of typing words on a touch-based keyboard by creating a continuous trace passing through the relevant keys.

Transliteration

Input-specific Attention Subnetworks for Adversarial Detection

no code implementations Findings (ACL) 2022 Emil Biju, Anirudh Sriram, Pratyush Kumar, Mitesh M Khapra

We also demonstrate that our method (a) is more accurate for larger models which are likely to have more spurious correlations and thus vulnerable to adversarial attack, and (b) performs well even with modest training sets of adversarial examples.

Adversarial Attack

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