This is the official implementation of "DHP: Differentiable Meta Pruning via HyperNetworks".
☆58Jan 17, 2026Updated last month
Alternatives and similar repositories for dhp
Users that are interested in dhp are comparing it to the libraries listed below
Sorting:
- Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression. CVPR2020.☆64Jan 17, 2026Updated last month
- Codes for Accepted Paper : "MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization" in NeurIPS 2019☆54May 8, 2020Updated 5 years ago
- MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.☆352Jul 5, 2020Updated 5 years ago
- ☆120Jun 13, 2020Updated 5 years ago
- Pytorch implementation of our paper accepted by IJCAI 2020 -- Channel Pruning via Automatic Structure Search☆147Feb 11, 2021Updated 5 years ago
- A Signal Propagation Perspective for Pruning Neural Networks at Initialization☆14Jun 23, 2020Updated 5 years ago
- Cheng-Hao Tu, Jia-Hong Lee, Yi-Ming Chan and Chu-Song Chen, "Pruning Depthwise Separable Convolutions for MobileNet Compression," Interna…☆16Jan 8, 2021Updated 5 years ago
- ☆16Nov 12, 2019Updated 6 years ago
- An implementation of ResNet with mixup and cutout regularizations and soft filter pruning.☆17Feb 23, 2026Updated last week
- ☆69Mar 4, 2020Updated 6 years ago
- ☆19May 28, 2020Updated 5 years ago
- Revisiting Parameter Sharing for Automatic Neural Channel Number Search, NeurIPS 2020☆22Nov 15, 2020Updated 5 years ago
- Pytorch implementation of our paper accepted by CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map☆257Feb 11, 2021Updated 5 years ago
- [CVPR 2021] Contrastive Neural Architecture Search with Neural Architecture Comparators☆40Apr 11, 2022Updated 3 years ago
- ☆10Jul 5, 2019Updated 6 years ago
- PyTorch implementation for GAL.☆56May 13, 2020Updated 5 years ago
- [CVPR 2018] Official Tensorflow Code of Learning Strict Identity Mappings in Deep Residual Networks☆21Sep 27, 2020Updated 5 years ago
- Codebase for the paper "A Gradient Flow Framework for Analyzing Network Pruning"☆20Jan 31, 2021Updated 5 years ago
- CNN channel pruning, LeGR, MorphNet, AMC. Codebase for paper "LeGR: Filter Pruning via Learned Global Ranking"☆114Mar 17, 2020Updated 5 years ago
- Code for the NuerIPS'19 paper "Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks"☆196Feb 21, 2020Updated 6 years ago
- Code and checkpoints of compressed networks for the paper titled "HYDRA: Pruning Adversarially Robust Neural Networks" (NeurIPS 2020) (ht…☆91Dec 22, 2022Updated 3 years ago
- The official code for [ECCV2020] "HALO: Hardware-aware Learning to Optimize"☆10Mar 22, 2023Updated 2 years ago
- Minimum viable code for the Decodable Information Bottleneck paper. Pytorch Implementation.☆11Oct 20, 2020Updated 5 years ago
- Energy-based Dropout and Pruning of Deep Neural Networks☆10Oct 9, 2020Updated 5 years ago
- Code for the ICLR2020 "Training Binary Neural Networks with Real-to-Binary Convolutions☆34Jun 16, 2020Updated 5 years ago
- [ECCV2022] Mind the Gap in Distilling StyleGANs☆29May 7, 2023Updated 2 years ago
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆168Feb 26, 2021Updated 5 years ago
- Cheap distillation for convolutional neural networks.☆35Oct 22, 2018Updated 7 years ago
- TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search (ECCV2020)☆75May 23, 2021Updated 4 years ago
- A PyTorch implementation of 'LatticeNet: Towards Lightweight Image Super-resolution with Lattice Block'☆32Apr 22, 2022Updated 3 years ago
- Neural Network Quantization With Fractional Bit-widths☆11Feb 19, 2021Updated 5 years ago
- Codes for DATA: Differentiable ArchiTecture Approximation.☆11Jul 22, 2021Updated 4 years ago
- ☆11Oct 15, 2020Updated 5 years ago
- Hierarchical Group Sparse Regularization for Deep Convolutional Neural Networks☆12Apr 13, 2020Updated 5 years ago
- ☆15Jun 22, 2022Updated 3 years ago
- Implementation of "Structured Multi-Hashing for Model Compression" (CVPR 2020)☆12Feb 18, 2021Updated 5 years ago
- Code for "Fast Sparse ConvNets" CVPR2020 submissions☆12Nov 20, 2019Updated 6 years ago
- [ICLR 2021 Spotlight] "CPT: Efficient Deep Neural Network Training via Cyclic Precision" by Yonggan Fu, Han Guo, Meng Li, Xin Yang, Yinin…☆31Mar 2, 2024Updated 2 years ago
- Benchmark for matrix multiplications between dense and block sparse (BSR) matrix in TVM, blocksparse (Gray et al.) and cuSparse.☆23Aug 21, 2020Updated 5 years ago