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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 11–20 of 96 papers

TitleStatusHype
FrankenSplit: Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mobile Edge ComputingCode1
Compressing Features for Learning with Noisy LabelsCode1
Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge LearningCode1
Supervised Compression for Resource-Constrained Edge Computing SystemsCode1
Lossy Compression for Lossless PredictionCode1
Cross-architecture universal feature coding via distribution alignment—0
Enhancing Drug Discovery: Autoencoder-Based Latent Space Augmentation for Improved Molecular Solubility Prediction using LatMixSol—0
SEMFED: Semantic-Aware Resource-Efficient Federated Learning for Heterogeneous NLP Tasks—0
UCS: A Universal Model for Curvilinear Structure Segmentation—0
TransVFC: A Transformable Video Feature Compression Framework for MachinesCode0
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