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Lei Wang's Projects

al-folio icon al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

angular-skeleton-encoding icon angular-skeleton-encoding

Sourcecode for the TNNLS 2022 paper: Fusing Higher-Order Features in Graph Neural Networks for Skeleton-Based Action Recognition

ano_pred_cvpr2018 icon ano_pred_cvpr2018

Official implementation of Paper Future Frame Prediction for Anomaly Detection -- A New Baseline, CVPR 2018

appnp icon appnp

A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).

c3d icon c3d

C3D is a modified version of BVLC caffe to support 3D ConvNets.

c3d-pytorch icon c3d-pytorch

Pytorch porting of C3D network, with Sports1M weights

channel_sampling icon channel_sampling

Official implementation of "Capturing Temporal Information in a Single Frame: Channel Sampling Strategies for Action Recognition", BMVC 2022

cka-similarity icon cka-similarity

An Numpy and PyTorch Implementation of CKA-similarity with CUDA support

codt icon codt

The implementaion of CoDT on the task of NTU-60+->PKUMMD

comix icon comix

This repository contains the official implementation of CoMix (NeurIPS 2021) https://arxiv.org/pdf/2110.15128.pdf.

contrasim icon contrasim

A Similarity Measure Based on Contrastive Learning

contrastive2021 icon contrastive2021

Implementation for paper "Towards the Generalization of Contrastive Self-Supervised Learning" (https://arxiv.org/abs/2111.00743)

cross-dataset-generalization icon cross-dataset-generalization

PyTorch code to evaluate cross-domain robustness and texture bias for action recognition, here on the Diving48 dataset and modified versions thereof.

daprompt icon daprompt

Pytorch implementation of DAPrompt: https://arxiv.org/abs/2202.06687

darts icon darts

Differentiable architecture search for convolutional and recurrent networks

dense_flow icon dense_flow

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

dhf1k icon dhf1k

Revisiting Video Saliency: A Large-scale Benchmark and a New Model (CVPR18, PAMI19)

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