JiahuiYu / slimmable_networks
Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019
☆912Updated last year
Related projects ⓘ
Alternatives and complementary repositories for slimmable_networks
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,510Updated 4 years ago
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆431Updated last year
- MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.☆351Updated 4 years ago
- Network Slimming (Pytorch) (ICCV 2017)☆910Updated 4 years ago
- Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks☆376Updated 5 years ago
- PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference☆875Updated 5 years ago
- NAS-Bench-201 API and Instruction☆625Updated 4 years ago
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours☆396Updated 3 years ago
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆566Updated 5 years ago
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆560Updated 5 years ago
- Pruning Neural Networks with Taylor criterion in Pytorch☆314Updated 5 years ago
- Collection of recent methods on (deep) neural network compression and acceleration.☆930Updated 2 months ago
- Papers for deep neural network compression and acceleration☆396Updated 3 years ago
- Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)☆1,079Updated 6 months ago
- ☆662Updated 3 years ago
- MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.☆693Updated 2 years ago
- PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search☆436Updated 4 years ago
- PyTorch DataLoaders implemented with DALI for accelerating image preprocessing☆880Updated 4 years ago
- (ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning☆306Updated last year
- Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"☆360Updated 4 years ago
- [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware☆1,425Updated 2 months ago
- Official PyTorch implementation of "A Comprehensive Overhaul of Feature Distillation" (ICCV 2019)☆414Updated 4 years ago
- PyTorch Implementation of DARTS: Differentiable Architecture Search☆442Updated 2 years ago
- 72.8% MobileNetV2 1.0 model on ImageNet and a spectrum of pre-trained MobileNetV2 models☆678Updated 3 years ago
- Mobile vision models and code☆902Updated 4 months ago
- Code for "Co-Evolutionary Compression for Unpaired Image Translation" (ICCV 2019), "SCOP: Scientific Control for Reliable Neural Network …☆240Updated 3 years ago
- Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"☆330Updated 3 months ago
- PyTorch implementation of 'Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding' by …☆413Updated 4 years ago
- Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)☆295Updated 4 years ago
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆166Updated 3 years ago