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[ICASSP-2022] Visual Representation Learning with Self-Supervised Attention for Low-Label High-Data Regime

License: Apache License 2.0

Jupyter Notebook 24.91% Python 75.09%
few-shot-classification few-shot-learning image-retrieval metric-learning pytorch self-supervised-learning vision-transformer

ssl-vit-lowlabel-highdata's Introduction

Hi there ๐Ÿ‘‹

  • ๐ŸŒฑ I'm Prarthana Bhattacharyya, currently a Ph.D. Candidate at University of Waterloo.
  • ๐Ÿ”ญ I'm broadly interested in deep learning and its applications to the field of computer vision.
  • ๐ŸŽฏ I focus on the following areas, particularly in the context of autonomous robots:
    • 3D geometric understanding and perception
    • temporal motion forecasting
    • self-supervised representation learning

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