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Li Xiang's Projects

cwt-for-fss icon cwt-for-fss

Official code for "Simpler is Better: Few-shot Semantic Segmentation with Classifier Weight Transformer. ICCV2021".

da-retinanet icon da-retinanet

Official Detectron2 implementation of DA-RetinaNet of our Image and Vision Computing 2021 work 'An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites'

daeformer icon daeformer

DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation

dag4mia icon dag4mia

Domain Adaptation and Generalization for Medical Image Analysis

darl icon darl

Official repository of "Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation", ICLR 2023.

datum icon datum

Official Implementation of One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models

dconnnet icon dconnnet

Codes for CVPR2023 paper "Directional Connectivity-based Segmentation of Medical Images"

decoder-denoising icon decoder-denoising

Pytorch reimplementation of Decoder Denoising Pretraining for Semantic Segmentation

deep-learning-interview-book icon deep-learning-interview-book

深度学习面试宝典(含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向)

deepcache icon deepcache

DeepCache: Accelerating Diffusion Models for Free

deeplabv3finetuning icon deeplabv3finetuning

Tutorial on fine tuning DeepLabv3 segmentation network for your own segmentation task in PyTorch.

denet icon denet

This is the official repo for Dynamic Extension Nets for Few-shot Semantic Segmentation (ACM Multimedia 20).

diabetic-retinopathy icon diabetic-retinopathy

Identifying retina images with diabetic retinopathy using convolutional neural networks.

diabetic-retinopathy-web-app icon diabetic-retinopathy-web-app

Web Application for Segmentation of retinal lesions associated with Diabetic Retinopathy and Diabetic Macular edema, optic disc and Retinal Blood vessels present in retinal fundus images.

diffaug icon diffaug

Diffusion Model for Medical Image Segmentation Pair Synthesis

diffbev icon diffbev

Official PyTorch implementation for a conditional diffusion probability model in BEV perception

difformer icon difformer

The official implementation for ICLR23 spotlight paper "DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion"

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