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Feature Compression

Compress data for machine interpretability to perform downstream tasks, rather than for human perception.

Papers

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Showing 91–96 of 96 papers

Title	Date	Tasks	Status	Hype
Efficient Feature Compression for Edge-Cloud Systems	Nov 17, 2022	ClassificationFeature Compression	CodeCode Available	0
TransVFC: A Transformable Video Feature Compression Framework for Machines	Mar 31, 2025	Feature Compression	CodeCode Available	0
BottleNet++: An End-to-End Approach for Feature Compression in Device-Edge Co-Inference Systems	Oct 31, 2019	DecoderEdge-computing	CodeCode Available	0
SGCN: Exploiting Compressed-Sparse Features in Deep Graph Convolutional Network Accelerators	Jan 25, 2023	Feature Compression	CodeCode Available	0
Understanding Deep Representation Learning via Layerwise Feature Compression and Discrimination	Nov 6, 2023	Feature CompressionMulti-class Classification	CodeCode Available	0
Effective Communication with Dynamic Feature Compression	Jan 29, 2024	Deep Reinforcement LearningFeature Compression	CodeCode Available	0

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