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Richa Upadhyay

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Less is More -- Towards parsimonious multi-task models using structured sparsity

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Aug 31, 2023
Richa Upadhyay, Ronald Phlypo, Rajkumar Saini, Marcus Liwicki

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Functional Knowledge Transfer with Self-supervised Representation Learning

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Mar 12, 2023
Prakash Chandra Chhipa, Muskan Chopra, Gopal Mengi, Varun Gupta, Richa Upadhyay, Meenakshi Subhash Chippa, Kanjar De, Rajkumar Saini, Seiichi Uchida, Marcus Liwicki

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Depth Contrast: Self-Supervised Pretraining on 3DPM Images for Mining Material Classification

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Oct 18, 2022
Prakash Chandra Chhipa, Richa Upadhyay, Rajkumar Saini, Lars Lindqvist, Richard Nordenskjold, Seiichi Uchida, Marcus Liwicki

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Multi-Task Meta Learning: learn how to adapt to unseen tasks

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Oct 13, 2022
Richa Upadhyay, Prakash Chandra Chhipa, Ronald Phlypo, Rajkumar Saini, Marcus Liwicki

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Magnification Prior: A Self-Supervised Method for Learning Representations on Breast Cancer Histopathological Images

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Mar 15, 2022
Prakash Chandra Chhipa, Richa Upadhyay, Gustav Grund Pihlgren, Rajkumar Saini, Seiichi Uchida, Marcus Liwicki

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Sharing to learn and learning to share - Fitting together Meta-Learning, Multi-Task Learning, and Transfer Learning : A meta review

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Nov 23, 2021
Richa Upadhyay, Ronald Phlypo, Rajkumar Saini, Marcus Liwicki

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