Q.Liu's repositories
Viola-Unet
A description of the winning solution for the validation dataset in the 2022 Intracranial Hemorrhage Segmentation challenge (INSTANCE 2022)
MultiModNet
Multi-modal land cover mapping of remote sensing images using pyramid attention and gated fusion networks
awesome-transformers-in-medical-imaging
A collection of resources on applications of Transformers in Medical Imaging.
SADM-Longitudinal-Medical-Image-Generation
The official implementation of our IPMI 2023 paper "SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation"
Awesome-explainable-AI
A collection of research materials on explainable AI/ML
ddpm-cd
Remote Sensing Change Detection using Denoising Diffusion Probabilistic Models
ddpm_lion_pt
Simplify Diffusion model
DeepViewAgg
[CVPR'22 Best Paper Finalist] Official PyTorch implementation of the method presented in "Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation"
DiffuseVAE
Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"
Diffusion-based-Segmentation
This is the official Pytorch implementation of the paper "Diffusion Models for Implicit Image Segmentation Ensembles".
HRNet-Semantic-Segmentation
This is an official implementation of semantic segmentation for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919
image-time-series
Code for deep learning-based glioma/tumor growth models
lambda-networks
Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute
lightning-sam
Fine-tune Segment-Anything Model with Lightning Fabric.
MitoEM2021-Challenge
🏆 SOTA for 3D Instance Segmentation on MitoEM.
Polygonization-by-Frame-Field-Learning
This repository contains the code for our fast polygonal building extraction from overhead images pipeline.
raster-vision
An open source framework for deep learning on satellite and aerial imagery.
satellite-image-deep-learning
Resources for deep learning with satellite & aerial imagery
semantic-segmentation
Nvidia Semantic Segmentation monorepo
Swin-Transformer-Semantic-Segmentation
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.
taming-transformers
Taming Transformers for High-Resolution Image Synthesis
TNSCUI2020-Seg-Rank1st
This is the source code of the 1st place solution for segmentation task in MICCAI 2020 TN-SCUI challenge.
TRABIT_BraTS2021
Our deep learning training pipeline for the BraTS 2021 challenge and the FeTA 2021 challenge
Transformer-Explainability
[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.
uit-thesis
LaTeX document class for writing theses