[NeurIPS‘2021] "MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge", Geng Yuan, Xiaolong Ma, Yanzhi Wang et al.
☆18Mar 16, 2022Updated 4 years ago
Alternatives and similar repositories for MEST
Users that are interested in MEST are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ECMLPKDD 2020] "Topological Insights into Sparse Neural Networks"☆13May 2, 2022Updated 4 years ago
- [NeurIPS2022] Where to Pay Attention in Sparse Training for Feature Selection?☆13Feb 10, 2023Updated 3 years ago
- [Machine Learning Journal (ECML-PKDD 2022 journal track)] Quick and Robust Feature Selection: the Strength of Energy-efficient Sparse Tra…☆19Oct 2, 2023Updated 3 years ago
- [ICML 2021] "Do We Actually Need Dense Over-Parameterization? In-Time Over-Parameterization in Sparse Training" by Shiwei Liu, Lu Yin, De…☆46Nov 11, 2023Updated 2 years ago
- [ICLR 2023] 'Revisiting Pruning At Initialization Through The Lens of Ramanujan Graph" by Duc Hoang, Shiwei Liu, Radu Marculescu, Atlas W…☆14Aug 4, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Normalization Matters in Weakly Supervised Object Localization (ICCV 2021)☆11Oct 24, 2021Updated 5 years ago
- Code for testing DCT plus Sparse (DCTpS) networks☆14Jun 15, 2021Updated 5 years ago
- [ICML 2024] Junk DNA Hypothesis: A Task-Centric Angle of LLM Pre-trained Weights through Sparsity; Lu Yin*, Ajay Jaiswal*, Shiwei Liu, So…☆16Apr 21, 2025Updated last year
- Official code for FAccT'21 paper "Fairness Through Robustness: Investigating Robustness Disparity in Deep Learning" https://arxiv.org/abs…☆14Mar 9, 2021Updated 5 years ago
- ICLR 2022 (Spolight): Continual Learning With Filter Atom Swapping☆16Jul 5, 2023Updated 3 years ago
- ☆15Feb 27, 2024Updated 2 years ago
- Create tiny ML systems for on-device learning.☆19Jul 14, 2021Updated 5 years ago
- PyTorch implementation for OD-cheap-convolution.☆20Sep 29, 2019Updated 7 years ago
- ☆19Dec 10, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Domain-Adaptive Semantic Segmentation with Memory-Efficient Cross-Domain Transformers☆10Nov 17, 2023Updated 2 years ago
- Official Pytorch Implementation of "Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity"☆81Jul 7, 2025Updated last year
- For prospective and new joiners☆10Oct 25, 2024Updated 2 years ago
- This is the official code for UGTs.☆13Feb 8, 2023Updated 3 years ago
- Federated learning is a distributed learning method that trains a deep network on user devices without collecting data from central serve…☆13Jul 7, 2020Updated 6 years ago
- vector quantization for stochastic gradient descent.☆38May 12, 2020Updated 6 years ago
- [Neurips 2021] Sparse Training via Boosting Pruning Plasticity with Neuroregeneration☆31Feb 11, 2023Updated 3 years ago
- Feature Fusion for Online Mutual Knowledge Distillation Code☆27Jul 21, 2020Updated 6 years ago
- Implementation of Tabular Neural Gradient Orthogonalization and Specialization (TANGOS). A regularizer for neural networks described in o…☆19Feb 23, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Federated Dynamic Sparse Training☆31May 26, 2022Updated 4 years ago
- A highly modular PyTorch framework with a focus on Neural Architecture Search (NAS).☆25Dec 3, 2021Updated 4 years ago
- Personal Digest of NAS (Under Construction 🛠)☆25Nov 24, 2020Updated 5 years ago
- [NeurIPS'21] "Chasing Sparsity in Vision Transformers: An End-to-End Exploration" by Tianlong Chen, Yu Cheng, Zhe Gan, Lu Yuan, Lei Zhang…☆87Dec 1, 2023Updated 2 years ago
- Shadowsocks/ShadowsocksR 账号在线监控☆12Nov 25, 2018Updated 7 years ago
- ☆13Oct 8, 2024Updated 2 years ago
- Bibtex for Sparsity in Deep Learning paper (https://arxiv.org/abs/2102.00554) - open for pull requests☆47May 4, 2022Updated 4 years ago
- Personalized Regression☆16Dec 29, 2019Updated 6 years ago
- ☆16Apr 18, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Federated Learning using PyTorch. Second-Order for Federated Learning. (IEEE Transactions on Parallel and Distributed Systems 2022)☆18Jun 10, 2022Updated 4 years ago
- GWR Toolbox☆14Jan 28, 2019Updated 7 years ago
- Official pytorch code for "APP: Anytime Progressive Pruning" (DyNN @ ICML, 2022; CLL @ ACML, 2022, SNN @ ICML, 2022 and SlowDNN 2023)☆16Nov 22, 2022Updated 3 years ago
- This repository contains the code of the paper "Riemannian dimensionality reduction for Symmetric Positive Definite Matrices".☆10Feb 6, 2025Updated last year
- Superpixels through Iterative CLEarcutting (SICLE) framework☆11Oct 7, 2026Updated 3 weeks ago
- 基于insightface训练mobilefacenet的调试步骤,更改模型后一层训练结果为99.683% in lfw and 96.717 in agedb. Now pls move to the new mobilefacenet-V2…☆11Aug 28, 2018Updated 8 years ago
- The official code of paper "OMS-DPM: Optimizing Model Schedule for Diffusion Probabilistic Model" accepted by ICML 2023☆24Oct 11, 2023Updated 3 years ago