Tianliang Yao's Projects
A graph-transformer for whole slide image classification
SJ's homework @Tongji Univ. （见者请不要抄袭，仅存档）
Code for the im4MEC model described in the paper 'Interpretable deep learning model to predict the molecular classification of endometrial cancer from haematoxylin and eosin-stained whole-slide images: a combined analysis of the PORTEC randomised trials and clinical cohorts'.
Official implementation code for Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation paper
Curated list of papers and resources focused on 3D Gaussian Splatting, intended to keep pace with the anticipated surge of research in the coming months.
A collection of AWESOME things about federated learning.
A list of publicly available medical image segmentation dataset.
Use of state of the art Convolutional neural network architectures including 3D UNet, 3D VNet and 2D UNets for Brain Tumor Segmentation and using segmented image features for Survival Prediction of patients through deep neural networks.
Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复
选修课机器人与自动化课程报告 Course Paper: Robotics and Automation
An assignment template for CUHK students.
Review in Deep Learning for Polyp Detection and Classification in Colonoscopy (https://doi.org/10.1016/j.neucom.2020.02.123).
DiffSeg is an unsupervised zero-shot segmentation method using attention information from a stable-diffusion model. This repo implements the main DiffSeg algorithm and additionally includes an experimental feature to add semantic labels to the masks based on a generated caption.
E(2)-Equivariant CNNs Library for Pytorch
[JBHI2021] Full-Resolution Network and Dual-ThresholdIteration for Retinal Vessel and CoronaryAngiograph Segmentation
智能自主机器人系统课设与所有小作业 （2023 秋）
智能控制理论课设、所有小作业与实验课内容（2023秋）Intelligent Control Design and MATLAB Simulation, fall 2023
Course work @ IPMV 2024. Mentor: Rui Fan
May a combination of Prof Jian S. Dai 's Theory of Screw Algebra and Lie Algebra with deep learning
Automatic Labeling for Endometrial Cancer
My personal blog
Liao Wu, Xiangdong Yang, Ken Chen, Hongliang Ren. A minimal POE-based model for robotic kinematic calibration with only position measurements. IEEE Transactions on Automation Science and Engineering. 2015, 12(2): 758-763.
OpenMMLab Detection Toolbox and Benchmark
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
OpenMMLab Self-Supervised Learning Toolbox and Benchmark
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent