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TANG, shixiang's Projects

cmc icon cmc

pytorch implementation of "Contrastive Multiview Coding", "Momentum Contrast for Unsupervised Visual Representation Learning", and "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

dense_flow icon dense_flow

Tools to extract dense optical flow from videos, based on OpenCV

forward-forward icon forward-forward

A simple Python implementation of forward-forward NN training by G. Hinton from NeurIPS 2022

gdumb icon gdumb

Simplified code for our paper "GDumb: A Simple Approach that Questions Our Progress in Continual Learning". Easily extensible to various settings, datasets and architectures.

pretrained-models.pytorch icon pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pygcl icon pygcl

PyGCL: Graph Contrastive Learning Library for PyTorch

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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