yuchaoli / KSELinks
Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression
☆49Updated last year
Alternatives and similar repositories for KSE
Users that are interested in KSE are comparing it to the libraries listed below
Sorting:
- PyTorch implementation for GAL.☆56Updated 5 years ago
- Global Sparse Momentum SGD for pruning very deep neural networks☆44Updated 2 years ago
- TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search (ECCV2020)☆76Updated 4 years ago
- PyTorch implementation of Dynamic Grouping Convolution and Groupable ConvNet with pre-trained G-ResNeXt models☆69Updated 4 years ago
- Code for AutoNL on ImageNet (CVPR2020)☆105Updated 5 years ago
- ☆25Updated 6 years ago
- Codes of Centripetal SGD☆63Updated 2 years ago
- Implement Towards Effective Low-bitwidth Convolutional Neural Networks☆41Updated 6 years ago
- ☆48Updated 5 years ago
- Yet Another Pytorch Distributed MobileNetV2-based Networks Implementation☆64Updated 5 years ago
- Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression. CVPR2020.☆65Updated 3 years ago
- Codes of Approximated Oracle Filter Pruning☆32Updated 2 years ago
- Dynamic Distribution Pruning for Efficient Network Architecture Search☆48Updated 5 years ago
- Code repositoy for "AOWS: Adaptive and optimal network width search with latency constraints", CVPR 2020☆36Updated 4 years ago
- SparseMask: Differentiable Connectivity Learning for Dense Image Prediction.☆51Updated 6 years ago
- ☆120Updated 4 years ago
- Codes for Accepted Paper : "MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization" in NeurIPS 2019☆54Updated 5 years ago
- PyTorch implementation of "Single-Path NAS: Device-Aware Efficient ConvNet Design"☆37Updated 2 years ago
- ☆38Updated 6 years ago
- ☆40Updated 5 years ago
- Pytorch implementation for FAT: learning low-bitwidth parametric representation via frequency-aware transformation☆27Updated 4 years ago
- [CVPR 2021] Searching by Generating: Flexible and Efficient One-Shot NAS with Architecture Generator☆38Updated 3 years ago
- ☆35Updated 5 years ago
- Codes for AAAI2019 paper: Deep Neural Network Quantization via Layer-Wise Optimization using Limited Training Data☆41Updated 6 years ago
- This is the official implementation of "DHP: Differentiable Meta Pruning via HyperNetworks".☆59Updated 3 years ago
- Learnable Embedding Space for Efficient Neural Architecture Compression☆29Updated 6 years ago
- ProxylessNAS-Pytorch☆23Updated 5 years ago
- Pytorch implementation of TRP☆45Updated 4 years ago
- Class Project for 18663 - Implementation of FBNet (Hardware-Aware DNAS)☆34Updated 5 years ago
- [ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'☆222Updated 4 years ago