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Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks
Our(team: winter) solutions for MICCAI Learn2Reg 2021.
[CVPR2020] Unsupervised Multi-Modal Image Registration via Geometry Preserving Image-to-Image Translation
TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)
[MIDL 2021] Learning Diffeomorphic and Modality-invariant Registration using B-splines
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[email protected] 版权所有，违权必究 Tan 2018.06
official implementation of paper "Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation"
Neuroimaging analysis and visualization suite
Unpaired Image Translation via Vector Symbolic Architectures (ECCV 2022)
[CVPR 2021]: The Spatially-Correlative Loss for Various Image Translation Tasks
Official implementation for "QS-Attn: Query-Selected Attention for Contrastive Learning in I2I Translation" (CVPR 2022)
Maximum Spatial Perturbation for Image-to-Image Translation (Official Implementation)
Pytorch implementation of "Alleviating Semantics Distortion in Unsupervised Low-Level Image-to-Image Translation via Structure Consistency Constraint." (CVPR 2022).
Official Pytorch Implementation for "Splicing ViT Features for Semantic Appearance Transfer" presenting "Splice" (CVPR 2022 Oral)
[CVPR 2023] Official code release of our paper "BiFormer: Vision Transformer with Bi-Level Routing Attention"
Jointly Optimizing Architecture and Training Objective for Medical Image Registration
This is the official Pytorch implementation of "Affine Medical Image Registration with Coarse-to-Fine Vision Transformer" (CVPR 2022), written by Tony C. W. Mok and Albert C. S. Chung.
Robust multimodal image registration via keypoints
Evaluation Framework for Multimodal Biomedical Image Registration Methods
Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and Registration (Medical Image Analysis, 2021)
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR2018 (PyTorch Code)
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
Image-to-Image Translation in PyTorch