Eclipsess / CHIP_NeurIPS2021
Code for CHIP: CHannel Independence-based Pruning for Compact Neural Networks (NeruIPS 2021).
☆33Updated 2 years ago
Alternatives and similar repositories for CHIP_NeurIPS2021:
Users that are interested in CHIP_NeurIPS2021 are comparing it to the libraries listed below
- A reproduction of PRUNING FILTERS FOR EFFICIENT CONVNETS☆28Updated 4 years ago
- Pytorch implementation of our paper accepted by ICCV 2021 -- ReCU: Reviving the Dead Weights in Binary Neural Networks http://arxiv.org/a…☆39Updated 3 years ago
- [ICLR'21] Neural Pruning via Growing Regularization (PyTorch)☆83Updated 3 years ago
- [ICLR 2023] Pruning Deep Neural Networks from a Sparsity Perspective☆24Updated last year
- Pruning Filters For Efficient ConvNets, PyTorch Implementation.☆30Updated 4 years ago
- Code for ICCV23 paper "Automatic network pruning via Hilbert Schmidt independence criterion lasso under information bottleneck principle"☆17Updated last year
- Implementation network trimming using pytorch☆13Updated 4 years ago
- A PyTorch Implementation of Feature Boosting and Suppression☆18Updated 4 years ago
- BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)☆38Updated 4 years ago
- A pytorch implementation of dorefa quantization☆113Updated 5 years ago
- How Do Adam and Training Strategies Help BNNs Optimization? In ICML 2021.☆59Updated 3 years ago
- EQ-Net [ICCV 2023]☆27Updated last year
- An extension version of our paper accepted by CVPR 2020, Oral -- HRank: Filter Pruning using High-Rank Feature Map☆147Updated 3 years ago
- Pytorch implementation of our paper accepted by IEEE TNNLS, 2022 — Carrying out CNN Channel Pruning in a White Box☆18Updated 3 years ago
- ☆38Updated 2 years ago
- PyTorch implementation of "Pruning Filters For Efficient ConvNets"☆149Updated last year
- In progress.☆63Updated 10 months ago
- [ICML 2021] "Do We Actually Need Dense Over-Parameterization? In-Time Over-Parameterization in Sparse Training" by Shiwei Liu, Lu Yin, De…☆46Updated last year
- Implementation of Neuron-level Structured Pruning using Polarization Regularizer☆81Updated 2 years ago
- Any-Precision Deep Neural Networks (AAAI 2021)☆58Updated 4 years ago
- a pytorch implement of mobileNet v2 on cifar10☆62Updated 2 years ago
- ☆47Updated 4 years ago
- [Neurips 2021] Sparse Training via Boosting Pruning Plasticity with Neuroregeneration☆31Updated 2 years ago
- Soft Threshold Weight Reparameterization for Learnable Sparsity☆87Updated 2 years ago
- ☆25Updated last year
- [ICLR-2020] Dynamic Sparse Training: Find Efficient Sparse Network From Scratch With Trainable Masked Layers.☆31Updated 5 years ago
- ☆25Updated 3 years ago
- Dynamic Dual Gating Neural Networks, ICCV 2021☆31Updated 2 years ago
- ReActNet: Towards Precise Binary NeuralNetwork with Generalized Activation Functions. In ECCV 2020.☆256Updated 3 years ago
- Conditional channel- and precision-pruning on neural networks☆72Updated 4 years ago