Official PyTorch implementation of LilNetX: Lightweight Networks with EXtreme Model Compression and Structured Sparsification
☆48May 30, 2022Updated 4 years ago
Alternatives and similar repositories for LilNetX
Users that are interested in LilNetX 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 the paper The Lottery Ticket Hypothesis for Object Recognition☆23Apr 22, 2021Updated 5 years ago
- The code for Channel-Level Variable Quantization Network for Deep Image Compression (IJCAI 2020)☆30Jul 23, 2021Updated 5 years ago
- Official repo for the ICLR22 paper "Towards Empirical Sandwich Bounds on the Rate-Distortion Function"☆15Feb 1, 2023Updated 3 years ago
- Post-training sparsity-aware quantization☆34Feb 26, 2023Updated 3 years ago
- ☆41Apr 3, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official project page for Estimating the Rate-Distortion Function by Wasserstein Gradient Descent☆19Nov 2, 2023Updated 2 years ago
- [ICCV W] Contextual Convolutional Neural Networks (https://arxiv.org/pdf/2108.07387.pdf)☆14Aug 18, 2021Updated 5 years ago
- Pseudocylindrical convolutions for Learned Omnidirectional Image Compression☆13Jan 16, 2026Updated 7 months ago
- YAECL: Yet Another Entropy Coding Library for Neural Compression Research, with Arithmetic Coding and Asymmetric Numeral Systems support☆41Jul 23, 2023Updated 3 years ago
- Implementations of the XNOR networks☆12Aug 9, 2017Updated 9 years ago
- Train vector quantized CLIP models using pytorch lightning☆21Jul 14, 2024Updated 2 years ago
- Neural Network Quantization With Fractional Bit-widths☆11Feb 19, 2021Updated 5 years ago
- This is an official implementation of our CVPR 2020 paper "Non-Local Neural Networks With Grouped Bilinear Attentional Transforms".☆13Jan 30, 2021Updated 5 years ago
- ☆11Nov 5, 2019Updated 6 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.
- This repository contains the implementation associated with the paper "Learning to improve image compression without changing the standar…☆29Jan 16, 2022Updated 4 years ago
- Data compression in JAX☆67Nov 23, 2024Updated last year
- CompressAI-Vision helps you design, test and compare Video Compression for Machines pipelines. Compression methods can be either pulled f…☆126Aug 24, 2026Updated last week
- quantize aware training package for NCNN on pytorch☆68Jul 27, 2021Updated 5 years ago
- [TMLR] "SC2 Benchmark: Supervised Compression for Split Computing"☆38Mar 31, 2026Updated 5 months ago
- Official Code of "Deep Homography for Efficient Stereo Image Compression"[cvpr21oral]☆57Nov 10, 2022Updated 3 years ago
- Official implementation of (ICML 2026) Training-Free Vector Quantization via Gaussian VAEs☆26Aug 28, 2026Updated last week
- ☆12Aug 26, 2022Updated 4 years ago
- MUXConv: Information Multiplexing in Convolutional Neural Networks (CVPR '20), Pytorch Implementation☆49May 12, 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.
- ACM TODAES Best Paper Award, 2022☆35Oct 24, 2023Updated 2 years ago
- Segmenting a given document using recursive xy-cut algorithm.☆12Oct 9, 2018Updated 7 years ago
- Open Source Deep Learning Computer Vision (DLCV) Library☆16Nov 26, 2020Updated 5 years ago
- ☆27May 29, 2025Updated last year
- DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization (ACL 2022)☆49Jun 12, 2023Updated 3 years ago
- [TCSVT 2023] RDO-PTQ: Rate-Distortion Optimized Post-Training Quantization for Learned Image Compression☆22Nov 1, 2023Updated 2 years ago
- Pytorch implementation of "Compact Global Descriptor for Neural Networks" (CGD).☆25Jan 9, 2025Updated last year
- ☆38Jun 29, 2021Updated 5 years ago
- ☆27Mar 1, 2025Updated last year
- 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.
- ☆11Aug 2, 2024Updated 2 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
- [ICLR'22] PyTorch code for our paper "Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning"☆29Feb 18, 2023Updated 3 years ago
- A way to use superpixels at run-time with Pytorch☆33Dec 25, 2023Updated 2 years ago
- ☆13Jun 25, 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
- AAAI2023 Efficient and Accurate Models towards Practical Deep Learning Baseline☆13Nov 29, 2022Updated 3 years ago