Xiao Zhou's repositories
ProbMask-official
Implementation of Effective Sparsification of Neural Networks with Global Sparsity Constraint
Probabilistic-Bilevel-Coreset-Selection
Code for Probabilistic Bilevel Coreset Selection
VRPGE-Sparse-Training
Implementation of Efficient Neural Network Training via Forward and Backward Propagation Sparsification
Statistical-Learning-Method_Code
手写实现李航《统计学习方法》书中全部算法
bilevel_coresets
Coresets via Bilevel Optimization
Building-Low-Latency-Applications-with-CPP
Building Low Latency Applications with CPP by Packt Publishing
DeepLOB-Deep-Convolutional-Neural-Networks-for-Limit-Order-Books
This jupyter notebook is used to demonstrate our recent work, "DeepLOB: Deep Convolutional Neural Networks for Limit Order Books", published in IEEE Transactions on Singal Processing. We use FI-2010 dataset and present how model architecture is constructed here. The FI-2010 is publicly avilable and interested readers can check out their paper.
DS-Net
(CVPR 2021, Oral) Dynamic Slimmable Network
google-research
Google Research
HKUST_PhD_MPhil_thesis_Latex
The Hong Kong University of Science and Technology PhD/MPhil thesis latex template based on the latest official sample (http://pg.ust.hk/guides_n_forms/students/thesis_sample_page_phd.pdf)
knowledge-distillation-pytorch
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
meta-weight-net
NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for noisy labels).
OpenSelfSup
Self-Supervised Learning Toolbox and Benchmark
sparsity-in-deep-learning
Bibtex for Sparsity in Deep Learning paper (https://arxiv.org/abs/2102.00554) - open for pull requests
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
Unified-LTH-GNN
[ICML 2021] "A Unified Lottery Tickets Hypothesis for Graph Neural Networks", Tianlong Chen*, Yongduo Sui*, Xuxi Chen, Aston Zhang, Zhangyang Wang
VisionPermutator
MLP-Like Vision Permutator for Visual Recognition (PyTorch)