Search Results for author: Sanjana Prabhu

Found 2 papers, 1 papers with code

Compressing Vision Transformers for Low-Resource Visual Learning

1 code implementation5 Sep 2023 Eric Youn, Sai Mitheran J, Sanjana Prabhu, Siyuan Chen

In our work, we aim to take a step toward bringing vision transformers to the edge by utilizing popular model compression techniques such as distillation, pruning, and quantization.

Autonomous Navigation Image Classification +5

t-RAIN: Robust generalization under weather-aliasing label shift attacks

no code implementations15 May 2023 Aboli Marathe, Sanjana Prabhu

We present state-of-the-art pedestrian detection results on real and synthetic weather domains with best performing 82. 69 AP (snow) and 62. 31 AP (fog) respectively.

Data Augmentation Pedestrian Detection

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