Peng Xu (徐鹏)'s repositories
SiamRPN_plus_plus_PyTorch
SiamRPN, SiamRPN++, unofficial implementation of "SiamRPN++" (CVPR2019), multi-GPUs, LMDB.
multigraph_transformer
IEEE TNNLS 2021, transformer, multi-graph transformer, graph, graph classification, sketch recognition, sketch classification, free-hand sketch, official code of the paper "Multi-Graph Transformer for Free-Hand Sketch Recognition"
torchsketch
TPAMI 2022
deepchange
ICCV 2023, project page of the paper "DeepChange: A Long-term Person Re-identification Benchmark"
MobileNetV3_PyTorch
MobileNetV3, PyTorch, pretrained model, on ImageNet 1K, detailed training processing.
EdgeMap345C_Dataset
A large-scale edge-map dataset including 290, 281 edge-maps corresponding to 345 object categories of QuickDraw dataset.
SiameseX.PyTorch
A simplified PyTorch implementation of Siamese networks for tracking: SiamFC, SiamVGG, SiamDW, SiamRPN, SiamRPN-VGG.
awesome-meta-learning
A curated list of Meta-Learning resources/papers.
Attentive-Region-Embedding-Network-for-Zero-shot-Learning
Attentive Region Embedding Network for Zero-shot Learning (CVPR 2019)
awesome-multimodal-ml
Reading list for research topics in multimodal machine learning
awesome-self-supervised-learning
A curated list of awesome self-supervised methods
Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
Awesome-Visual-Transformer
Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
deep-mihash
Code for papers "Hashing with Mutual Information" (TPAMI 2019) and "Hashing with Binary Matrix Pursuit" (ECCV 2018)
GreedyHash
Source code for "Greedy Hash: Towards Fast Optimization for Accurate Hash Coding in CNN"
model-compression
model compression based on pytorch (1、quantization: 8/4/2bits(dorefa)、ternary/binary value(twn/bnn/xnor-net);2、 pruning: normal、regular and group convolutional channel pruning;3、 group convolution structure;4、batch-normalization folding for binary value of feature(A))
Must-read-papers-and-continuous-tracking-on-Graph-Neural-Network-GNN-progress
Papers on Graph neural network(GNN)
pytorch-maml
PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400
pytorch-playground
模型量化工程 Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
quickdraw-dataset
Documentation on how to access and use the Quick, Draw! Dataset.
robustness
Corruption and Perturbation Robustness
self-supervised_learning_sketch
self-supervised learning, deep learning, representation learning, RotNet, temporal convolutional network(TCN), deformation transformation, sketch pre-train, sketch classification, sketch retrieval, free-hand sketch, official code of paper "Deep Self-Supervised Representation Learning for Free-Hand Sketch"