Pinned Repositories
EPVT-and-Skin-DG-benchamrk
Domain generalization benchmark for skin lesion recognition, MICCAI 2023
ISIC2024_Baselines
leetcode
machine-learning-from-scratch
PanDerm
A General-Purpose Multimodal Foundation Model for Dermatology
Parallel-computing-and-Architecture-design
PLDG
This repo is the official implementation of TMI2024 paper "Prompt-driven Latent Domain Generalization for Medical Image Classification".
Single-Image-Super-Resolution-Using-a-Channel-Attention-GAN
Transmission-BVM
Dataset and code of our AAAI2022 paper "Transmission-Guided Bayesian Generative Model for Smoke Segmentation"
VR-Project-For-Large-Scale-Flow-Network
SiyuanYan1's Repositories
SiyuanYan1/Transmission-BVM
Dataset and code of our AAAI2022 paper "Transmission-Guided Bayesian Generative Model for Smoke Segmentation"
SiyuanYan1/EPVT-and-Skin-DG-benchamrk
Domain generalization benchmark for skin lesion recognition, MICCAI 2023
SiyuanYan1/PLDG
This repo is the official implementation of TMI2024 paper "Prompt-driven Latent Domain Generalization for Medical Image Classification".
SiyuanYan1/PanDerm
A General-Purpose Multimodal Foundation Model for Dermatology
SiyuanYan1/ISIC2024_Baselines
SiyuanYan1/Foundation-Medical
SiyuanYan1/NurViD-benchmark
SiyuanYan1/Awesome-explainable-AI
A collection of research materials on explainable AI/ML
SiyuanYan1/ChatPaper
Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文总结+润色+审稿+审稿回复
SiyuanYan1/Compact-Transformers
[Preprint] Escaping the Big Data Paradigm with Compact Transformers, 2021
SiyuanYan1/DebiAN
Official code of "Discover and Mitigate Unknown Biases with Debiasing Alternate Networks" (ECCV 2022)
SiyuanYan1/debug-mistakes-cce
Meaningfully debugging model mistakes with conceptual counterfactual explanations. ICML 2022
SiyuanYan1/Deep_Learning-Notebook
Paper list
SiyuanYan1/DermSynth3D
Official code for "DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images". A data generation pipeline for creating photorealistic in-the-wild synthetic dermatalogical data with rich multi-task annotations for various skin-analysis tasks..
SiyuanYan1/detection_template
一个目标检测的通用框架(不需要cuda编译)，支持Yolo全系列(v2~v5)、EfficientDet、RetinaNet、Cascade-RCNN等SOTA网络。
SiyuanYan1/dg_mmld
Pytorch Implementation of Domain Generalization Using a Mixture of Multiple Latent Domains
SiyuanYan1/DoPrompt
Official implementation of PCS in essay "Prompt Vision Transformer for Domain Generalization"
SiyuanYan1/EBLNet
SiyuanYan1/ICCV2021-Paper-Code-Interpretation
ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理
SiyuanYan1/LADS
Official Implementation of LADS (Latent Augmentation using Domain descriptionS)
SiyuanYan1/mmdetection
OpenMMLab Detection Toolbox and Benchmark
SiyuanYan1/MONAI
AI Toolkit for Healthcare Imaging
SiyuanYan1/probabilistic_unet
A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.
SiyuanYan1/redlessme
Config files for my GitHub profile.
SiyuanYan1/RETFound_MAE
RETFound - A foundation model for retinal image
SiyuanYan1/SiyuanYan1.github.io
SiyuanYan1/uncertainty-baselines
High-quality implementations of standard and SOTA methods on a variety of tasks.
SiyuanYan1/uncertainty_estimation_deep_learning
This repository provides the code used to implement the framework to provide deep learning models with total uncertainty estimates as described in "A General Framework for Uncertainty Estimation in Deep Learning" (Loquercio, Segù, Scaramuzza. RA-L 2020).
SiyuanYan1/UNI
Towards a general-purpose foundation model for computational pathology - Nature Medicine
SiyuanYan1/XDEnsembles
Robustness via Cross-Domain Ensembles