Kumar Ayush

Employment

• Google LLC Research Engineer
  2021 - Present

Education

• Stanford University Master of Science
  2019 - 2021
• Indian Institute of Technology Kharagpur Bachelor of Technology (Hons.)
  2013 - 2017

Projects & Funding

Projects & funding information is unavailable.

Publications (22)

• Efficient Conditional Pre-training for Transfer Learning
  IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops 2022 DOI: 10.1109/CVPRW56347.2022.00469
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• Efficient Poverty Mapping from High Resolution Remote Sensing Images
  35th AAAI Conference on Artificial Intelligence, AAAI 2021 2021
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• Negative data augmentation
  arXiv 2021
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• Efficient Poverty Mapping using Deep Reinforcement Learning
  arXiv 2020
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• Efficient conditional pre-training for transfer learning
  arXiv 2020
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• Generating interpretable poverty maps using object detection in satellite images
  IJCAI International Joint Conference on Artificial Intelligence 2020
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• Generating interpretable poverty maps using object detection in satellite images
  arXiv 2020
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• Geography-Aware Self-Supervised Learning
  arXiv 2020
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• SieveNet: A unified framework for robust image-based virtual try-on
  Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020 2020 DOI: 10.1109/WACV45572.2020.9093458
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• Sievenet: A unified framework for robust image-based virtual try-on
  arXiv 2020
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