Pinned Repositories
-Intracranial-Hemorrhage-Segmentation-Using-Deep-Convolutional-Model-U-Net-
AIB
Information Bottleneck Approach to Spatial Attention Learning, IJCAI2021
ASAP
Program for the analysis and visualization of whole-slide images in digital pathology
AttentionDeepMIL
Implementation of Attention-based Deep Multiple Instance Learning in PyTorch
Automated-Cardiac-Segmentation-and-Disease-Diagnosis
Fully Convolutional Multi-scale Residual DenseNets for Cardiac Segmentation and Automated Cardiac Diagnosis using Ensemble of Classifiers
Awesome-Few-Shot-Image-Generation
A curated list of papers, code and resources pertaining to few-shot image generation
awesome-image-translation
A collection of awesome resources image-to-image translation.
awesome-mlp-papers
Recent Advances in MLP-based Models (MLP is all you need!)
Awesome-Self-Supervised-Papers
Paper bank for Self-Supervised Learning
teaching
violet998's Repositories
violet998/CCL
violet998/PixelPick
violet998/STRICT
Code for the paper: "A Closer Look at Self-training for Zero-Label Semantic Segmentation"
violet998/contrastive-reconstruction
Tensorflow-keras implementation for Contrastive Reconstruction (ConRec) : a self-supervised learning algorithm that obtains image representations by jointly optimizing a contrastive and a self-reconstruction loss.
violet998/reco
The implementation of "Bootstrapping Semantic Segmentation with Regional Contrast".
violet998/semco
Implementation of the paper All Labels Are Not Created Equal: Enhancing Semi-supervision via Label Grouping and Co-training
violet998/DASR
[CVPR 2021] Unsupervised Degradation Representation Learning for Blind Super-Resolution
violet998/CVPR-2021-Papers
violet998/CVPR2021-Paper-Code-Interpretation
cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理
violet998/SSL_CR_Histo
Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis"
violet998/MEAL-V2
MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks
violet998/Awesome-Visual-Transformer
Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
violet998/awesome-visual-representation-learning-with-transformers
Awesome Transformers (self-attention) in Computer Vision
violet998/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
violet998/ICLR2021-OpenReviewData
Crawl & visualize ICLR papers and reviews.
violet998/awesome-transformer-for-vision
violet998/pixel-level-contrastive-learning
Implementation of Pixel-level Contrastive Learning, proposed in the paper "Propagate Yourself", in Pytorch
violet998/simclr-pytorch
PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results
violet998/mil_pooling_filters
This repository is the official implementation of "Distribution Based MIL Pooling Filters are Superior to Point Estimate Based Counterparts".
violet998/Super_Selfish
violet998/teaching
violet998/ASAP
Program for the analysis and visualization of whole-slide images in digital pathology
violet998/Multi_Directional_CPC_Histology
Multi Directional Contrastive Predictive Coding for Histological Images
violet998/simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
violet998/SimCLR-2
A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"
violet998/moco
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
violet998/OpenSelfSup
Self-Supervised Learning Toolbox and Benchmark
violet998/FedMA
Code for Federated Learning with Matched Averaging, ICLR 2020.
violet998/MS-DA-MIL-CNN
Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)
violet998/SimCLR-1
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations