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Shengyu Pei's Projects

cap-master icon cap-master

The official implementation for paper "Camera-aware Proxies for Unsupervised Person Re-Identification".

capsgnn icon capsgnn

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

celeb-reid icon celeb-reid

Datasets and Code for "Beyond Scalar Neuron: Adopting Vector-Neuron Capsules for Long-Term Person Re-Identification" and "Celebrities-ReID: A Benchmark for Clothes Variation in Long-Term Person Re-Identification"

chebykan icon chebykan

Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.

chinesenlp icon chinesenlp

Datasets, SOTA results of every fields of Chinese NLP

circle-loss icon circle-loss

Tensorflow2 implementation of CircleLoss. Support class-level, sparse class-level, pair-wise labels

clustergcn icon clustergcn

A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).

cnn_graph icon cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

complex-yolov4-pytorch icon complex-yolov4-pytorch

The PyTorch Implementation based on YOLOv4 of the paper: "Complex-YOLO: Real-time 3D Object Detection on Point Clouds"

convolutional-kans icon convolutional-kans

This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing the classic linear transformation of the convolution to learnable non linear activations in each pixel.

data-augmentation-review icon data-augmentation-review

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to github repos, papers and others.

deep-learning-interview-book icon deep-learning-interview-book

深度学习面试宝典(含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向)

deep_gcns icon deep_gcns

Tensorflow Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://deepgcns.org

deep_gcns_torch icon deep_gcns_torch

Pytorch Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral

dg-net icon dg-net

CVPR2019 Joint Discriminative and Generative Learning for Person Re-identification

dgl icon dgl

The official repo is https://github.com/dmlc/dgl . THIS IS A FORK.

dive-into-dl-pytorch icon dive-into-dl-pytorch

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。

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