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Ramesh Raskar

Scalable Collaborative Learning via Representation Sharing

Nov 20, 2022
Frédéric Berdoz, Abhishek Singh, Martin Jaggi, Ramesh Raskar

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Differentially Private CutMix for Split Learning with Vision Transformer

Oct 28, 2022
Seungeun Oh, Jihong Park, Sihun Baek, Hyelin Nam, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim

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* to be presented at the 36nd Conference on Neural Information Processing Systems (NeurIPS 2022), First Workshop on Interpolation Regularizers and Beyond (INTERPOLATE), New Orleans, United States

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Detection and Mapping of Specular Surfaces Using Multibounce Lidar Returns

Sep 07, 2022
Connor Henley, Siddharth Somasundaram, Joseph Hollmann, Ramesh Raskar

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Fundamentals of Task-Agnostic Data Valuation

Aug 25, 2022
Mohammad Mohammadi Amiri, Frederic Berdoz, Ramesh Raskar

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Differentiable Agent-based Epidemiology

Jul 20, 2022
Ayush Chopra, Alexander Rodríguez, Jayakumar Subramanian, Balaji Krishnamurthy, B. Aditya Prakash, Ramesh Raskar

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* 14 pages, 5 figures

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Visual Transformer Meets CutMix for Improved Accuracy, Communication Efficiency, and Data Privacy in Split Learning

Jul 01, 2022
Sihun Baek, Jihong Park, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim

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* won the Best Student Paper Award at International Workshop on Trustworthy Federated Learning in Conjunction with IJCAI 2022 (FL-IJCAI'22), Vienna, Austria

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Physics vs. Learned Priors: Rethinking Camera and Algorithm Design for Task-Specific Imaging

Apr 21, 2022
Tzofi Klinghoffer, Siddharth Somasundaram, Kushagra Tiwary, Ramesh Raskar

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Towards Learning Neural Representations from Shadows

Mar 29, 2022
Kushagra Tiwary, Tzofi Klinghoffer, Ramesh Raskar

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