DropNet: Reducing Neural Network Complexity via Iterative Pruning (ICML 2020)
☆16Aug 24, 2020Updated 5 years ago
Alternatives and similar repositories for DropNet
Users that are interested in DropNet are comparing it to the libraries listed below
Sorting:
- Energy-based Dropout and Pruning of Deep Neural Networks☆10Oct 9, 2020Updated 5 years ago
- Accelerating Transfer Learning with Robust Neural Nets☆11Oct 2, 2020Updated 5 years ago
- Pytorch Implementation: Annealing Genetic GAN for Minority Oversampling (BMVC 2020)☆10Aug 5, 2020Updated 5 years ago
- Implementation for ACProp ( Momentum centering and asynchronous update for adaptive gradient methdos, NeurIPS 2021)☆16Oct 11, 2021Updated 4 years ago
- Lookahead: A Far-sighted Alternative of Magnitude-based Pruning (ICLR 2020)☆32Oct 25, 2020Updated 5 years ago
- A Signal Propagation Perspective for Pruning Neural Networks at Initialization☆14Jun 23, 2020Updated 5 years ago
- Implementation of paper "Do Wide and Deep Networks Learn the Same Things?"☆16Mar 15, 2022Updated 3 years ago
- [ECCV 2022] SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning☆20Jul 7, 2022Updated 3 years ago
- Delta Orthogonal Initialization for PyTorch☆18Jun 27, 2018Updated 7 years ago
- Codebase for the paper "A Gradient Flow Framework for Analyzing Network Pruning"☆20Jan 31, 2021Updated 5 years ago
- Codes for Accepted Paper : "MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization" in NeurIPS 2019☆54May 8, 2020Updated 5 years ago
- PyTorch Implementation of CURL-Neural Network Pruning with Residual-Connections and Limited-Data☆24Jun 11, 2020Updated 5 years ago
- Interpolation between Residual and Non-Residual Networks, ICML 2020. https://arxiv.org/abs/2006.05749☆26Aug 16, 2020Updated 5 years ago
- Code for "Neuron Shapley: Discovering the Responsible Neurons"☆27May 1, 2024Updated last year
- Proximal Mean-field for Neural Network Quantization☆21Apr 9, 2020Updated 5 years ago
- This repository provides the implementation of the method proposed in our paper "Pruning Deep Neural Networks using Partial Least Squares…☆26Aug 21, 2020Updated 5 years ago
- Official implementation of "Universal Deep Image Compression via Content-Adaptive Optimization with Adapters" presented at WACV 23 (https…☆31Sep 17, 2023Updated 2 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
- Knowledge distillation from Ensembles of Iterative pruning (BMVC 2020)☆25Aug 13, 2020Updated 5 years ago
- Implementation of knapsack pruning☆27May 26, 2020Updated 5 years ago
- Codes for paper "Few Shot Network Compression via Cross Distillation", AAAI 2020.☆31Jan 31, 2020Updated 6 years ago
- FHEM-Modules for the SMA Energy Meter and SMA Inverters☆10Oct 28, 2021Updated 4 years ago
- Implementation of the model from "Faster sorting algorithms discovered using deep reinforcement learning" that discovered an all-new ult…☆11Aug 29, 2023Updated 2 years ago
- Automatic model evaluation (AutoEval) in CVPR'21&TPAMI'22☆37Oct 20, 2022Updated 3 years ago
- All about acceleration and compression of Deep Neural Networks☆33Nov 5, 2019Updated 6 years ago
- Pytorch implementation of our paper accepted by IEEE TNNLS, 2021 -- Filter Sketch for Network Pruning☆53Feb 11, 2021Updated 5 years ago
- Code repositoy for "AOWS: Adaptive and optimal network width search with latency constraints", CVPR 2020☆36Jun 19, 2020Updated 5 years ago
- ☆43Jan 30, 2024Updated 2 years ago
- ☆10Apr 24, 2024Updated last year
- A first bare bones paralleled implementation of Go Explore as described by the Uber Engineering blog post☆46Jan 25, 2019Updated 7 years ago
- Lifelong machine learning is a novel machine learning paradigm which continually learns tasks and accumulates knowledge for reusing. The …☆10Sep 15, 2019Updated 6 years ago
- Turbo coder and decoder☆12Oct 11, 2023Updated 2 years ago
- Alpha64 R10000 Two-Way Superscalar Processor☆11May 6, 2019Updated 6 years ago
- practical guides, tutorials, and code samples for ml4a☆10Mar 26, 2019Updated 6 years ago
- KL-loss☆10Oct 14, 2019Updated 6 years ago
- ☆10Feb 22, 2022Updated 4 years ago
- ☆10Nov 9, 2020Updated 5 years ago
- FasterAI: A repository for making smaller and faster models with the FastAI library.☆36Mar 4, 2024Updated last year
- Implementation of Neuron-level Structured Pruning using Polarization Regularizer☆82Nov 22, 2022Updated 3 years ago