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Neural Network Compression

Papers

Showing 176193 of 193 papers

TitleStatusHype
Minimal Random Code Learning: Getting Bits Back from Compressed Model ParametersCode0
Neural Network Compression of ACAS Xu Early Prototype is Unsafe: Closed-Loop Verification through Quantized State BackreachabilityCode0
Teacher-Class Network: A Neural Network Compression MechanismCode0
Characterising Across-Stack Optimisations for Deep Convolutional Neural NetworksCode0
Deep Neural Network Compression with Single and Multiple Level QuantizationCode0
Revisiting Random Channel Pruning for Neural Network CompressionCode0
Deep Neural Network Compression for Image Classification and Object DetectionCode0
Additive Tree-Structured Conditional Parameter Spaces in Bayesian Optimization: A Novel Covariance Function and a Fast ImplementationCode0
Scaling Up Exact Neural Network Compression by ReLU StabilityCode0
ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression ModelCode0
A Programmable Approach to Neural Network CompressionCode0
Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient DistillationCode0
Variation Spaces for Multi-Output Neural Networks: Insights on Multi-Task Learning and Network CompressionCode0
WHC: Weighted Hybrid Criterion for Filter Pruning on Convolutional Neural NetworksCode0
Soft Weight-Sharing for Neural Network CompressionCode0
Certified Neural Approximations of Nonlinear DynamicsCode0
Diversity Networks: Neural Network Compression Using Determinantal Point ProcessesCode0
spred: Solving L_1 Penalty with SGDCode0
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