Pinned Repositories
AttentionDeepMIL
Implementation of Attention-based Deep Multiple Instance Learning in PyTorch
Awesome-Vision-Attentions
Summary of related papers on visual attention. Related code will be released based on Jittor gradually.
Awesome-Visual-Transformer
Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
BCL
A bayesian collaborative learning framework for whole-slide image classification
CLAM
Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering
CLIP_prefix_caption
Simple image captioning model
dataset
医学影像数据集列表
DCOD
Reconstruct in-line holograms with a single image.
HIA
Histopathology Image Analysis
HIPT
Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)
Pak287's Repositories
Pak287/HIA
Histopathology Image Analysis
Pak287/HIPT
Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)
Pak287/AttentionDeepMIL
Implementation of Attention-based Deep Multiple Instance Learning in PyTorch
Pak287/Awesome-Vision-Attentions
Summary of related papers on visual attention. Related code will be released based on Jittor gradually.
Pak287/Awesome-Visual-Transformer
Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
Pak287/BCL
A bayesian collaborative learning framework for whole-slide image classification
Pak287/CLAM
Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering
Pak287/CLIP_prefix_caption
Simple image captioning model
Pak287/dataset
医学影像数据集列表
Pak287/DCOD
Reconstruct in-line holograms with a single image.
Pak287/dsmil-wsi
DSMIL: Multiple instance learning networks for tumor detection in Whole Slide Image
Pak287/FusionDN
FusionDN: A Unified Densely Connected Network for Image Fusion
Pak287/ImDecorr
Pak287/IRWSR
Python implementation of the Iterative Re-weighted Super Resolution scheme
Pak287/Jittor-MLP
Unofficial Implementation of MLP-Mixer, gMLP, resMLP, Vision Permutator, S2MLP, S2MLPv2, RaftMLP, HireMLP, ConvMLP, AS-MLP, SparseMLP, ConvMixer, SwinMLP, RepMLPNet, WaveMLP, MorphMLP, DynaMixer, MS-MLP, Sequencer2D in Jittor and PyTorch! Now, Rearrange and Reduce in einops.layers.jittor are support!! trunc_normal_ is supported for Jittor!! MLP Paper is uploaded!
Pak287/marugoto
Tools to build deep learning pipelines.
Pak287/Multi-Frame-Super-Resolution
Non-sequential multi-frame super-resolution image generation
Pak287/MultiFrameSuperResolution
A Multi Frame Super Resolution Tool based on Matlab
Pak287/PMIL
Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images
Pak287/pytorch-grad-cam
Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Examples for classification, object detection, segmentation, embedding networks and more. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM
Pak287/RMINN
Pak287/spring-2021
All code from my classes that is written from my spring 2021 semester.
Pak287/SupER
Super-Resolution Erlangen (SupER): Benchmarking Super-Resolution Algorithms on Real Data
Pak287/super_resolution
Super-resolution is a technique that constructs an high-resolution image from several observed low-resolution images.
Pak287/SWARM
Swarm Learning for computational pathology
Pak287/tmi2022
A graph-transformer for whole slide image classification
Pak287/TransMIL
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification
Pak287/TransPath
Pak287/WENO
Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification
Pak287/WGDG_demo
Lensless imaging reconstruction code using Wirtinger gradient descent optimization