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Advanced Digital Signal Processing Notebooks and Tutorials
PyTorch implementation for the APoT quantization (ICLR 2020)
Activation-aware Singular Value Decomposition for Compressing Large Language Models
Awasome Papers and Resources in Deep Neural Network Pruning with Source Code.
Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX.
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
List of papers related to neural network quantization in recent AI conferences and journals.
๐ A curated list of tensor decomposition resources for model compression.
A thoroughly investigated survey for tensorial neural networks.
:ring: Efficient tensor decomposition-based filter pruning
๐ซ Chest X-ray abnormalities localization via ensemble of deep convolutional neural networks
:v: Detection and tracking hand from FPV: benchmarks and challenges on rehabilitation exercises dataset
Efficient Large Language Models: A Survey
One-shot Implicit Animatable Avatars with Model-based Priors [ICCV 2023]
FLOP-aware Combinatorial Optimization Framework for Neural Network Pruning
็จๅบๅๅปถๅฏฟๆๅ | A programmer's guide to live longer
ICCV 2023 ่ฎบๆๅๅผๆบ้กน็ฎๅ้
:hand: Hand detection and segmentation using multimodal information from Kinect
๐ Enhanced network compression through tensor decompositions and pruning
[CVPR2023] The official repo for OC-SORT: Observation-Centric SORT on video Multi-Object Tracking. OC-SORT is simple, online and robust to occlusion/non-linear motion.
Code for the AAAI 2024 Oral paper "OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Models".
[CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric
๐ PhD Thesis Progress Tracker
A curated list of quantization resources for network compression and acceleration.
The latex template for Rutgers MS Thesis or PhD Dissertation
An implement of Transformer Encoder and numerical embedding for RUL estimation
๐ฉโโ๏ธ Identification and Localization COVID-19 Abnormalities on Chest Radiographs
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.