Search Results for author: Ritvik Kapila

Found 3 papers, 1 papers with code

CoDream: Exchanging dreams instead of models for federated aggregation with heterogeneous models

no code implementations25 Feb 2024 Abhishek Singh, Gauri Gupta, Ritvik Kapila, Yichuan Shi, Alex Dang, Sheshank Shankar, Mohammed Ehab, Ramesh Raskar

Federated Learning (FL) enables collaborative optimization of machine learning models across decentralized data by aggregating model parameters.

Federated Learning

Domain Generalization In Robust Invariant Representation

1 code implementation7 Apr 2023 Gauri Gupta, Ritvik Kapila, Keshav Gupta, Ramesh Raskar

Unsupervised approaches for learning representations invariant to common transformations are used quite often for object recognition.

Domain Generalization Object Recognition

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