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Neural Network Compression

Papers

Showing 1120 of 193 papers

TitleStatusHype
Few-Bit Backward: Quantized Gradients of Activation Functions for Memory Footprint ReductionCode1
CHIP: CHannel Independence-based Pruning for Compact Neural NetworksCode1
NeRV: Neural Representations for VideosCode1
Prune Your Model Before Distill ItCode1
Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and BetterCode1
Spectral Tensor Train Parameterization of Deep Learning LayersCode1
FAT: Learning Low-Bitwidth Parametric Representation via Frequency-Aware TransformationCode1
Robustness and Transferability of Universal Attacks on Compressed ModelsCode1
Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-Constrained Edge Computing SystemsCode1
T-Basis: a Compact Representation for Neural NetworksCode1
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