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Neural Network Compression

Papers

Showing 6170 of 193 papers

TitleStatusHype
Wavelet Feature Maps Compression for Image-to-Image CNNsCode1
A Comprehensive Survey on Model Quantization for Deep Neural Networks in Image Classification0
Revisiting Random Channel Pruning for Neural Network CompressionCode0
PPCD-GAN: Progressive Pruning and Class-Aware Distillation for Large-Scale Conditional GANs Compression0
Approximate Bisimulation Relations for Neural Networks and Application to Assured Neural Network Compression0
Few-Bit Backward: Quantized Gradients of Activation Functions for Memory Footprint ReductionCode1
Neural Network Compression of ACAS Xu Early Prototype is Unsafe: Closed-Loop Verification through Quantized State BackreachabilityCode0
Toward Compact Parameter Representations for Architecture-Agnostic Neural Network Compression0
VQN: Variable Quantization Noise for Neural Network Compression0
CHIP: CHannel Independence-based Pruning for Compact Neural NetworksCode1
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