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A curated list of neural network pruning resources.
PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
Contrastive Language-Image Pretraining
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
[NeurIPS 2021] DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification
算法岗笔试面试大全,励志做算法届的《五年高考,三年模拟》!
[KDD'22] Learned Token Pruning for Transformers
Multi-Task Deep Neural Networks for Natural Language Understanding
Prune a model while finetuning or training.
Oscar and VinVL
Implementation of ACL 2023 Findings paper "Pruning Pre-trained Language Models with Principled Importance and Self-regularization""
This pytorch package implements PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance (ICML 2022).
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
[ICLR'21] Neural Pruning via Growing Regularization (PyTorch)
This is the official repository for our paper: ''Pruning Self-attentions into Convolutional Layers in Single Path''.
[Preprint] Towards Any Structural Pruning
Multi Task Vision and Language
Research Code for NeurIPS 2020 Spotlight paper "Large-Scale Adversarial Training for Vision-and-Language Representation Learning": UNITER adversarial training part
Vision-Language Pre-training for Image Captioning and Question Answering
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 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. 📊📈🎉
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 ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.