TianyuX's repositories
2019_algorithm_intern_information
2020年的算法实习岗位/校招公司信息表，部分包括内推码，和常见深度学习算法岗面试题及答案，暑期计算机视觉实习面经和总结
alstm
Adaptive LSTM from Breaking the Activation Function Bottleneck Through Adaptive Parameterization (https://arxiv.org/abs/1805.08574)
Attention-Gated-Networks
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
awesome-domain-adaptation
A collection of AWESOME things about domian adaptation
Awesome-Graph-Neural-Networks
Paper Lists for Graph Neural Networks
class-incremental-learning
PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020)
CN-DPM
Official code for ICLR 2020 paper "A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning."
continual-learning
PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).
ConvLSTM_pytorch
Implementation of Convolutional LSTM in PyTorch.
cvxpy
A Python-embedded modeling language for convex optimization problems.
DANN-Bearing-fault-diagnosis
Transfer learning
Deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Deep-Semantic-Similarity-Model-PyTorch
My PyTorch implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.
DeepAttnMISL
Contains codes of DeepAttnMISL in MEDIA'20
EAML
Code Release for Learning to Adapt to Evolving Domains
GNNPapers
Must-read papers on graph neural networks (GNN)
HRNet-Facial-Landmark-Detection
This is an official implementation of facial landmark detection for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919
Image_Segmentation
Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.
MultiObjectiveOptimization
Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"
onlineLearning
Online Learning of LSTM
onn
Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)
RLS_Learning
Using Recursive Leasting Squares (RLS) with Neural Network for one-shot learning
Smoke-Detect-by-YoloV5
Yolov5 real time smoke detection system
tcga_segmentation
Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024
WeChatExtension-ForMac
Mac微信功能拓展/微信插件/微信小助手(A plugin for Mac WeChat)