Model compression by constrained optimization, using the Learning-Compression (LC) algorithm
☆71Nov 23, 2021Updated 4 years ago
Alternatives and similar repositories for LC-model-compression
Users that are interested in LC-model-compression are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pytorch implementation of TRP☆44Sep 10, 2020Updated 5 years ago
- Code for EDLCV 2020 paper "Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Spa…☆21Apr 18, 2020Updated 6 years ago
- directory for randomized cholesky☆19Oct 8, 2025Updated 9 months ago
- An implementation of ResNet with mixup and cutout regularizations and soft filter pruning.☆17Apr 1, 2026Updated 3 months ago
- Code for paper "ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model"☆21Sep 7, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆13Apr 7, 2025Updated last year
- ☆17Aug 30, 2023Updated 2 years ago
- Simple analytics and visualizations of a GitHub repository's star-gazer☆24Oct 31, 2019Updated 6 years ago
- CP and Tucker decomposition for Convolutional Neural Networks☆86May 6, 2018Updated 8 years ago
- Pytorch implementation of our paper (TNNLS) -- Pruning Networks with Cross-Layer Ranking & k-Reciprocal Nearest Filters☆12Feb 24, 2022Updated 4 years ago
- [AAAI 2021] "ROSITA: Refined BERT cOmpreSsion with InTegrAted techniques", Yuanxin Liu, Zheng Lin, Fengcheng Yuan☆14Oct 18, 2022Updated 3 years ago
- Code and data related to CVXPY benchmarks.☆14Updated this week
- Automatically sync your Spotify Discover Weekly playlist to Google Play Music☆11Dec 8, 2022Updated 3 years ago
- Heterogeneous Accelerator Memory Resource☆14Nov 2, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- MLPruning, PyTorch, NLP, BERT, Structured Pruning☆20Jun 29, 2021Updated 5 years ago
- A deformable CNN model that accepts multiple sensor inputs and predicts multiple continuous plant trait outputs. SOTA on the 2021 Autonom…☆11Jun 30, 2022Updated 4 years ago
- [CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision☆408Feb 26, 2021Updated 5 years ago
- ☆17Mar 14, 2022Updated 4 years ago
- Code for paper "Efficient Sparse Coding using Hierarchical Riemannian Pursuit," in IEEE Transactions on Signal Processing, Y. Xue, V. K. …☆13Jul 20, 2021Updated 5 years ago
- [Applied Intelligence 2022] Python code for ACP☆12Sep 5, 2023Updated 2 years ago
- Sageopt enables proof-based signomial and polynomial optimization.☆14Mar 3, 2026Updated 4 months ago
- ☆10Aug 5, 2020Updated 5 years ago
- 本项目是将本文论文和项目中部分功能进行开源，可实现电动车头盔检测。采用SSD作为检测网络。涉及知识蒸馏、剪枝、多目标以及多窗口显示、trt推理等☆11Jun 19, 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.
- Code release for "Adversarial Robustness vs Model Compression, or Both?"☆90Jun 22, 2021Updated 5 years ago
- Official implementation for the paper "Automatic Neural Network Pruning that Efficiently Preserves the Model Accuracy".☆10Jun 8, 2023Updated 3 years ago
- ☆17May 14, 2020Updated 6 years ago
- randomized SVD with single pass over data matrix☆10Apr 23, 2023Updated 3 years ago
- Collecting some papers about NN model compression☆14Oct 26, 2020Updated 5 years ago
- Backdoor Safety Tuning (NeurIPS 2023 & 2024 Spotlight)☆27Nov 18, 2024Updated last year
- These codes simulate the following paper: Simon Tarboush, Anum Ali, Tareq Y. Al-Naffouri, "Compressive Estimation of Near Field Channels…☆14Aug 31, 2023Updated 2 years ago
- ☆20May 12, 2022Updated 4 years ago
- Proving polynomial inequalities with sum-of-squares certificates☆29Apr 4, 2026Updated 3 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Parallel Algorithms for Nelder-Mead☆13Jul 9, 2019Updated 7 years ago
- ☆15Jun 29, 2019Updated 7 years ago
- FAST Randomized SVD on a GPU with CUDA 🏎️☆16May 21, 2019Updated 7 years ago
- Example for applying Gaussian and Laplace clipping on activations of CNN.☆34Jan 20, 2019Updated 7 years ago
- ☆23Oct 24, 2022Updated 3 years ago
- Surrogate Model Extension (SME): A Fast and Accurate Weight Update Attack on Federated Learning [Accepted at ICML 2023]☆14Mar 31, 2024Updated 2 years ago
- Loop Nest - Linear algebra compiler and code generator.☆20Oct 22, 2022Updated 3 years ago