zgzhikaru

zgzhikaru's Stars

• hendrycks/robustness

  Corruption and Perturbation Robustness (ICLR 2019)

  Language:Python1k146

• ENSTA-U2IS-AI/awesome-uncertainty-deeplearning

  This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning models.

  55250

• ENSTA-U2IS-AI/torch-uncertainty

  Open-source framework for uncertainty and deep learning models in PyTorch :seedling:

  Language:Python29520

• tfzhou/ContrastiveSeg

  ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation

  Language:Python66486

• state-spaces/s4

  Structured state space sequence models

  Language:Jupyter Notebook2.4k291

• meta-llama/llama-models

  Utilities intended for use with Llama models.

  Language:Python4.5k788

• qubvel-org/segmentation_models.pytorch

  Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

  Language:Python9.6k1.7k

• open-mmlab/mmpretrain

  OpenMMLab Pre-training Toolbox and Benchmark

  Language:Python3.4k1.1k

• google-research/vision_transformer

  Language:Jupyter Notebook10.3k1.3k

• junfu1115/DANet

  Dual Attention Network for Scene Segmentation (CVPR2019)

  Language:Python2.4k483

• sithu31296/semantic-segmentation

  SOTA Semantic Segmentation Models in PyTorch

  Language:Python841150

• open-mmlab/mmsegmentation

  OpenMMLab Semantic Segmentation Toolbox and Benchmark.

  Language:Python8.2k2.6k

• yassouali/pytorch-segmentation

  :art: Semantic segmentation models, datasets and losses implemented in PyTorch.

  Language:Jupyter Notebook1.7k380

• whai362/PVT

  Official implementation of PVT series

  Language:Python1.7k245

• HiLab-git/SSL4MIS

  Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

  Language:Python2.2k385

• LirongWu/awesome-graph-self-supervised-learning

  Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"

  1.4k166

• HKUDS/SSLRec

  [WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"

  Language:Python42252

• open-mmlab/mmselfsup

  OpenMMLab Self-Supervised Learning Toolbox and Benchmark

  Language:Python3.2k429

• Coder-Yu/SELFRec

  An open-source framework for self-supervised recommender systems.

  Language:Python51176

• Coder-Yu/QRec

  QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)

  Language:Python1.6k406

• RUCAIBox/RecBole

  A unified, comprehensive and efficient recommendation library

  Language:Python3.4k612

• wubinzzu/NeuRec

  Next RecSys Library

  Language:Python1k216

• dmlc/dgl

  Python package built to ease deep learning on graph, on top of existing DL frameworks.

  Language:Python13.5k3k

• massquantity/LibRecommender

  Versatile End-to-End Recommender System

  Language:Python37365

• THUwangcy/ReChorus

  “Chorus” of recommendation models: a light and flexible PyTorch framework for Top-K recommendation.

  Language:Python54390

• easezyc/deep-transfer-learning

  A collection of implementations of deep domain adaptation algorithms

  Language:Python888205

• KaiyangZhou/Dassl.pytorch

  A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.

  Language:Python1.2k168

• Trusted-AI/adversarial-robustness-toolbox

  Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

  Language:Python4.8k1.2k

• megvii-research/mdistiller

  The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distillation-Oriented Trainer https://openaccess.thecvf.com/content/ICCV2023/papers/Zhao_DOT_A_Distillation-Oriented_Trainer_ICCV_2023_paper.pdf

  Language:Python802123

• microsoft/Semi-supervised-learning

  A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

  Language:Python1.3k177