We propose a lossless compression algorithm based on the NTK matrix for DNN. The compressed network yields asymptotically the same NTK as the original (dense and unquantized) network, with its weights and activations taking values only in {0, 1, -1} up to scaling.
☆26Nov 23, 2023Updated 2 years ago
Alternatives and similar repositories for Lossless_Compression
Users that are interested in Lossless_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:
- ☆10Jul 5, 2020Updated 6 years ago
- [ICLR 2022] "Learning Pruning-Friendly Networks via Frank-Wolfe: One-Shot, Any-Sparsity, and No Retraining" by Lu Miao*, Xiaolong Luo*, T…☆34Jan 20, 2022Updated 4 years ago
- Official PyTorch implementation of "Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming" (ICML'23)☆13Apr 13, 2026Updated 5 months ago
- [CVPRW 2021] Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms☆29Nov 9, 2022Updated 3 years ago
- Random Forest Models of Fast MTT Decision and Motion Estimation for Inter Coding of H.266/VVC☆12Mar 27, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [Preprint] Why is the State of Neural Network Pruning so Confusing? On the Fairness, Comparison Setup, and Trainability in Network Prunin…☆41Sep 9, 2025Updated last year
- Zero-parameter, automatic Canny edge detection with C++ and OpenCV.☆18May 31, 2017Updated 9 years ago
- ICME2022 Special Session “Beyond Accuracy: Responsible, Responsive, and Robust Multimedia Retrieval ”☆12Jun 3, 2024Updated 2 years ago
- [ICML25] Agentic Compression Benchmark (ACBench)☆21Jul 2, 2025Updated last year
- ☆18Feb 3, 2022Updated 4 years ago
- [CVPR 2022] DiSparse: Disentangled Sparsification for Multitask Model Compression☆14Sep 6, 2022Updated 4 years ago
- Code for our WACV 2021 paper "Exploiting the Redundancy in Convolutional Filters for Parameter Reduction"☆11Jan 6, 2021Updated 5 years ago
- Ionic 4 React App☆13Feb 10, 2022Updated 4 years ago
- Two-phase Scheme for Trimming QTMT CU Partition using Multi-branch Convolutional Neural Networks☆16Jul 4, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- a fmri_data based disease classification using ML&DL methods☆10Nov 15, 2023Updated 2 years ago
- codes for ICML2021 paper iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients☆10May 27, 2021Updated 5 years ago
- ☆13Aug 9, 2022Updated 4 years ago
- Code for Sanity-Checking Pruning Methods: Random Tickets can Win the Jackpot☆43Nov 8, 2020Updated 5 years ago
- [ICLR 2023] PyTorch code for DFPC: Data flow driven pruning of coupled channels without data.☆15Aug 25, 2023Updated 3 years ago
- ☆14Mar 17, 2019Updated 7 years ago
- ☆18Aug 7, 2023Updated 3 years ago
- Official implementation for paper "Relational Surrogate Loss Learning", ICLR 2022☆37Nov 25, 2022Updated 3 years ago
- "Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics" by Wuyang Chen, Xinyu Gong, Yu…☆27Aug 20, 2023Updated 3 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.
- Code for ICML 2022 paper "SPDY: Accurate Pruning with Speedup Guarantees"☆20May 3, 2023Updated 3 years ago
- 国内外数据竞赛资讯整理☆17Nov 6, 2021Updated 4 years ago
- To appear in the 11th International Conference on Learning Representations (ICLR 2023).☆18Feb 24, 2023Updated 3 years ago
- ICML2019 Accepted Paper. Overcoming Multi-Model Forgetting☆14Jun 5, 2019Updated 7 years ago
- Official implementation for "RecursiveDet: End-to-End Region-based Recursive Object Detection" (ICCV 2023)☆18Jan 25, 2024Updated 2 years ago
- Evaluation code used in the brain parcellation survey "Human brain mapping: A systematic comparison of parcellation methods for the human…☆18Nov 20, 2017Updated 8 years ago
- Code for RepNAS☆14Dec 21, 2021Updated 4 years ago
- The official (TMLR) implementation of LumiNet: Perception-Driven Knowledge Distillation via Statistical Logit Calibration☆18Aug 17, 2025Updated last year
- Benchmarking Attention Mechanism in Vision Transformers.☆20Oct 10, 2022Updated 4 years 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.
- [ICLR'22] PyTorch code for our paper "Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning"☆29Feb 18, 2023Updated 3 years ago
- PyTorch implementation for OD-cheap-convolution.☆20Sep 29, 2019Updated 7 years ago
- The official project website of "NORM: Knowledge Distillation via N-to-One Representation Matching" (The paper of NORM is published in IC…☆20Sep 18, 2023Updated 3 years ago
- AC mains triac controlled dimmer using STM32F103 for brains. ESP8266 Wifi for communication and mesh networking. --- CoIDE (v1.7.8) Proje…☆19Apr 22, 2015Updated 11 years ago
- Unofficial implementation of paper : Exploring the Space of Key-Value-Query Models with Intention☆12May 24, 2023Updated 3 years ago
- Code for paper "Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-based Approach"☆21Jul 9, 2020Updated 6 years ago
- 前端妹子的博客blog☆50Mar 23, 2026Updated 6 months ago