2020213484

2020213484's Stars

• xxgege/StableNet

  Official repository for CVPR21 paper "Deep Stable Learning for Out-Of-Distribution Generalization".

  Language:Python18343

• KunKuang/Decorrelated-Weighted-Regression

  Stable Prediction with Model Misspecification and Agnostic Distribution Shift

  Language:Python245

• NotAbleToCode/ShorAlgorithmSimulation

  使用Python3对Shor算法进行仿真。

  Language:Python2

• junkunyuan/Awesome-Domain-Generalization

  Awesome things about domain generalization, including papers, code, etc.

  35239

• Cranial-XIX/FAMO

  Official PyTorch Implementation for Fast Adaptive Multitask Optimization (FAMO)

  Language:Python6710

• tomtang110/multi-task_loss_optimizer

  Implement the Pareto Optimizer and pcgrad to make a self-adaptive loss for multi-task

  Language:Python435

• median-research-group/LibMTL

  A PyTorch Library for Multi-Task Learning

  Language:Python1.9k182

• 2020213484/GraphDA

  Unsupervised Domain Adaptation on Graphs

  1

• 3480430977/ACDNE

  Language:Python114

• rynewu224/GraphDA

  Unsupervised Domain Adaptation on Graphs

  Language:Python132

• Skyorca/Awesome-Graph-Domain-Adaptation-Papers

  Published papers focusing on graph domain adaptation

  233

• Liwu-di/CrossTReS

  Repo for CrossTReS: Cross-city Transfer Learning for Traffic Prediction via Source Region Selection

  Language:Python31

• tensorboy/PIDOptimizer

  Code for this CVPR 2018 paper: "A PID Controller Approach for Stochastic Optimization of Deep Networks", Wangpeng An, Haoqian Wang, Qingyun Sun, Jun Xu, Qionghai Dai, Lei Zhang.

  Language:Python18451

• istec-iuc/AI-IDS-IoT

  AI IDS Application for IoT Dataset

  Language:Jupyter Notebook103

• gspathoulas/ghost-iot-dataset

  Smart-home network traffic ioT dataset

  176

• SmartSecLab/ENViSEC

  AI-enabled Cybersecurity for Future Smart Environments

  Language:Jupyter Notebook167

• OI-wiki/i18n

  256

• sahagobinda/GPM

  Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"

  Language:Python8516

• yuanli2333/CKA-Centered-Kernel-Alignment

  Reproduce CKA: Similarity of Neural Network Representations Revisited

  Language:Python27233

• XinJingHao/DRL-Pytorch

  Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)

  Language:Python1.1k144

• ShiArthur03/ShiArthur03

  Language:MATLAB10.4k1.9k

• UT-Austin-Data-Science-Group/Mini-batch-OT

  A new mini-batch framework for optimal transport in deep generative models, deep domain adaptation, approximate Bayesian computation, color transfer, and gradient flow.

  Language:Python357

• zhyliu00/MTPB

  Multi-scale Traffic Pattern Bank for Cross-city Few-shot Traffic Forecasting

  Language:Python101

• jwwthu/GNN4Traffic

  This is the repository for the collection of Graph Neural Network for Traffic Forecasting.

  1k189

• roboticcam/machine-learning-notes

  My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接

  Language:Jupyter Notebook8.4k1.7k

• WeiHuang05/Awesome-Feature-Learning-in-Deep-Learning-Thoery

  Welcome to the Awesome Feature Learning in Deep Learning Thoery Reading Group! This repository serves as a collaborative platform for scholars, enthusiasts, and anyone interested in delving into the fascinating world of feature learning within deep learning theory.

  1378

• ShiYunyi/Meta-Weight-Net_Code-Optimization

  A new code framework that uses pytorch to implement meta-learning, and takes Meta-Weight-Net as an example.

  Language:Python5714

• xjtushujun/meta-weight-net

  NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for noisy labels).

  Language:Python28068

• AlexanderFabisch/gmr

  Gaussian Mixture Regression

  Language:Python16849

• DeMoriarty/fast_pytorch_kmeans

  This is a pytorch implementation of k-means clustering algorithm

  Language:Python27834