Search Results for author: Sudeep Katakol

Found 2 papers, 0 papers with code

DANICE: Domain adaptation without forgetting in neural image compression

no code implementations19 Apr 2021 Sudeep Katakol, Luis Herranz, Fei Yang, Marta Mrak

Neural image compression (NIC) is a new coding paradigm where coding capabilities are captured by deep models learned from data.

Domain Adaptation Image Compression

Distributed Learning and Inference with Compressed Images

no code implementations22 Apr 2020 Sudeep Katakol, Basem Elbarashy, Luis Herranz, Joost Van de Weijer, Antonio M. Lopez

Moreover, we may only have compressed images at training time but are able to use original images at inference time, or vice versa, and in such a case, the downstream model suffers from covariate shift.

Autonomous Driving Cloud Computing +3

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