Luan-zb
I am Luan Haijing, a student in Computer Network Information Center of the Chinese Academy of Sciences. I want to study in Github and try to make some contribut
Computer Network Information Center of the Chinese Academy of SciencesComputer Network Information Center of the Chinese Academy of Sciences
Pinned Repositories
3DFasterRCNN_LungNoduleDetector
AffinityNet
AffinityNet with feature attention layer and kNN attention pooling layer for few-shot semi-supervised learning
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
AttentionDeepMIL
Implementation of Attention-based Deep Multiple Instance Learning in PyTorch
Augmentation-PyTorch-Transforms
Image data augmentation on-the-fly by add new class on transforms in PyTorch and torchvision.
awesome-DeepLearning
深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI
awesome-public-datasets
A topic-centric list of HQ open datasets.
Biscotti
A ledger for private and secure peer to peer machine learning
CADLab
Imaging Biomarkers and Computer-Aided Diagnosis Laboratory
TMG
Luan-zb's Repositories
Luan-zb/TMG
Luan-zb/attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
Luan-zb/CancerRiskNet
Luan-zb/CrossViT
Official implementation of CrossViT. https://arxiv.org/abs/2103.14899
Luan-zb/d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。
Luan-zb/DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
Luan-zb/DeepPATH
Classification of Lung cancer slide images using deep-learning
Luan-zb/dlup-lightning-mil
dlup-lightning-mil is an installable repo to easily train deep learning classifiers/regressors on gigapixel histopathology images using DLUP datasets or extracted features from HISSL
Luan-zb/dsmil-wsi
DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image
Luan-zb/Few-shot-WSI
Luan-zb/HDMIL
Hierarchical Deep Multiple Instance Learning
Luan-zb/HE2RNA_code
Train a model to predict gene expression from histology slides.
Luan-zb/HIA
Histopathology Image Analysis
Luan-zb/hissl
Histology Self-Supervised Learning
Luan-zb/HistoFL
Federated Learning for Computational Pathology - Medical Image Analysis
Luan-zb/Ltoad_all_type_exclude_sex_Adamax
Luan-zb/NCRF
Cancer metastasis detection with neural conditional random field (NCRF)
Luan-zb/Patch-GCN
Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021
Luan-zb/PathomicFusion
Fusing Histology and Genomics via Deep Learning - IEEE TMI
Luan-zb/performer-pytorch
An implementation of Performer, a linear attention-based transformer, in Pytorch
Luan-zb/PORPOISE
Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell
Luan-zb/python_for_image_processing_APEER
https://www.youtube.com/playlist?list=PLHae9ggVvqPgyRQQOtENr6hK0m1UquGaG
Luan-zb/python_for_microscopists
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
Luan-zb/RIPU
[CVPR 2022 Oral] Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation https://arxiv.org/abs/2111.12940
Luan-zb/SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
Luan-zb/TEA-graph
First commit
Luan-zb/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Luan-zb/WiseMSI
Luan-zb/WSISA
Zhu, Xinliang, et al. "Wsisa: Making survival prediction from whole slide histopathological images." Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2017.
Luan-zb/zidongtaichu