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Paper-Reading-Group

List shared papers in our group

Date Speaker Paper source Title Code
2024.08.12 刘鑫雅
罗子豪
CVPR 2024 Open-Set Domain Adaptation for Semantic Segmentation Pytorch
2024.08.05 王李廷煜
李赫
CVPR 2024 Adaptive Bidirectional Displacement for Semi-Supervised Medical Image Segmentation Pytorch
2024.07.29 伍江浩
周渝博
CVPR 2024 Continual-MAE: Adaptive Distribution Masked Autoencoders for Continual Test-Time Adaptation
2024.07.22 付佳
魏洁
CVPR 2024 From SAM to CAMs: Exploring Segment Anything Model for Weakly Supervised Semantic Segmentation Pytorch
2024.07.15 王李廷煜
罗子豪
EMNLP 2023 RWKV: Reinventing RNNs for the Transformer Era Pytorch
2024.07.08 韩梦
王旭晴
arXiv MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection Pytorch
2024.07.01 刘鑫雅
李赫
arXiv KAN: Kolmogorov–Arnold Networks Pytorch
2024.06.24 伍江浩
周渝博
CVPR 2024 Vim4Path: Self-Supervised Vision Mamba for Histopathology Images Pytorch
2024.06.17 罗祥德
叶平
arXiv Demystify Mamba in Vision: A Linear Attention Perspective Pytorch
2024.06.03 钟岚烽
周先豪
arXiv Vision mamba: Efficient visual representation learning with bidirectional state space model Pytorch
2024.05.27 魏洁
付佳
arXiv Mamba: Linear-Time Sequence Modeling with Selective State Spaces Pytorch
2024.05.20 王李廷煜
罗子豪
Nature Medicine 2024 Screening and diagnosis of cardiovascular disease using artificial intelligence-enabled cardiac magnetic resonance imaging Pytorch
2024.05.13 罗祥德
李赫
Nature Machine Intelligence 2024 Foundation model for cancer imaging biomarkers Pytorch
2024.04.29 伍江浩
刘鑫雅
Nature Medicine 2024 Prediction of tumor origin in cancers of unknown primary origin with cytology-based deep learning Pytorch
2024.04.22 钟岚烽
邹宝胜
Nature Medicine 2024 Towards a General-Purpose Foundation Model for Computational Pathology Pytorch
2024.04.15 韩梦
卢江山
arXiv MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentation
2024.04.08 周渝博
伍江浩
CVPR 2024 One-Prompt to Segment All Medical Images Pytorch
2024.04.01 王李廷煜
曲义杰
arXiv Concatenate, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image Segmentation Not available
2024.03.25 付佳
魏洁
arXiv Medical SAM Adapter: Adapting Segment Anything Model for Medical Image Segmentation Pytorch
2024.03.18 叶平
曲义杰
arXiv EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything Pytorch
2024.03.11 李赫
刘鑫雅
MIA 2024 Segment anything model for medical images? Pytorch
2024.03.04 钟岚烽
邹宝胜
CVPR2023 Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images Pytorch
2024.01.15 韩梦
卢江山
TMI 2023 Hybrid Graph Convolutional Network With Online Masked Autoencoder for Robust Multimodal Cancer Survival Prediction Pytorch
2024.01.08 叶平
周渝博
TMI 2024 Federated Semi-supervised Medical Image Segmentation via Prototype-based Pseudo-labeling and Contrastive Learning Pytorch
2024.01.02 付佳
魏洁
CVPR 2023 Class Balanced Adaptive Pseudo Labeling for Federated Semi-Supervised Learning Pytorch
2023.12.25 罗祥德
王李廷煜
TMI 2024 Multi-ConDoS: Multimodal Contrastive Domain Sharing Generative Adversarial Networks for Self-Supervised Medical Image Segmentation
2023.12.18 李赫
刘鑫雅
MIA 2023 Multi-modal contrastive mutual learning and pseudo-label re-learning for semi-supervised medical image segmentation
2023.12.11 叶平
曲义杰
CVPR 2023 Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation Pytorch
2023.12.04 魏洁
邹宝胜
CVPR 2023 SQUID: Deep Feature In-Painting for Unsupervised Anomaly Detection Pytorch
2023.11.27 卢江山
韩梦
MICCAI 2023 1. A Style Transfer-Based Augmentation Framework for Improving Segmentation and Classification Performance Across Different Sources in Ultrasound Images
2. Cross-modulated Few-shot Image Generation for Colorectal Tissue Classification

Pytorch
2023.11.20 伍江浩
周渝博
MICCAI 2023 1. Multi-Target Domain Adaptation with Prompt Learning for Medical Image Segmentation
2. Self-Supervised Domain Adaptive Segmentation of Breast Cancer via Test-Time Fine-Tuning
Pytorch
2023.11.13 付佳
钟岚烽
MICCAI 2023 1. PLD-AL: Pseudo-label Divergence-Based Active Learning in Carotid Intima-Media Segmentation for Ultrasound Images
2. OpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image Classification
Pytorch
Pytorch
2023.11.06 罗祥德
王李廷煜
MICCAI 2023 1. UniSeg: A Prompt-driven Universal Segmentation Model as well as A Strong Representation Learner
2. Ariadne's Thread: Using Text Prompts to Improve Segmentation of Infected Areas from Chest X-ray images
Pytorch
Pytorch
2023.10.30 李赫
刘鑫雅
MICCAI 2023 1. Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation
2. Source-Free Domain Adaptive Fundus Image Segmentation with Class-Balanced Mean Teacher
Pytorch
Pytorch
2023.10.23 曲义杰
叶平
MICCAI 2023 1. Weakly Supervised Medical Image Segmentation via Superpixel-Guided Scribble Walking and Class-Wise Contrastive Regularization
2. Decoupled Consistency for Semi-supervised Medical Image Segmentation

Pytorch
2023.10.16 邹宝胜
魏洁
MICCAI 2023 1. self-supervised learning for endoscopic video analysis
2. Forensic Histopathological Recognition via a Context-Aware MIL Network Powered by Self-supervised Contrastive Learning

Pytorch
2023.10.09 韩梦
卢江山
Nature Communications 2021 Accurate recognition of colorectal cancer with semi-supervised deep learning on pathological images Tensorflow
2023.09.25 伍江浩
周渝博
CVPR 2023 Siamese Image Modeling for Self-Supervised Vision Representation Learning
2023.08.07 付佳
钟岚烽
Nature Biomedical Engineering 2023 Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging Tensorflow
2023.07.24 罗祥德
王李廷煜
Nature Machine Intelligence 2023 Uncertainty-guided dual-views for semi-supervised volumetric medical image segmentation Pytorch
2023.07.17 伍江浩
周瑜博
IPMI 2023 Human-Machine Interactive Tissue Prototype Learning for Label-Efficient Histopathology Image Segmentation Pytorch
2023.07.10 魏洁
邹宝胜
CVPR 2023 Uncertainty-Aware Optimal Transport for Semantically Coherent Out-of-Distribution Detection Pytorch
2023.07.03 韩梦
卢江山
CVPR 2023 Pseudo-label Guided Contrastive Learning for Semi-supervised Medical Image Segmentation Pytorch
2023.06.26 叶平
曲义杰
CVPR 2022 BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation Pytorch
2023.06.19 付佳
钟岚烽
CVPR 2023 Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation Pytorch
2023.06.19 罗祥德
钟岚烽
CVPR 2023 Weakly supervised segmentation with point annotations for histopathology images via contrast-based variational model Not available
2023.05.22 付佳
钟岚烽
ICLR 2023 Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation Pytorch
2023.05.15 韩梦
卢江山
CVPR 2022 CRIS: CLIP-Driven Referring Image Segmentation
2023.05.08 刘鑫雅
伍江浩
CVPR 2023 Delving into Shape-aware Zero-shot Semantic Segmentation Pytorch
2023.04.24 魏洁
翟书唯
CVPR 2022 High-Resolution Image Synthesis with Latent Diffusion Models Pytorch
2023.04.17 顾然
Dejene
arXiv Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection Pytorch
2023.04.10 罗祥德
赵乾飞
arXiv Segment Anything Pytorch
2023.04.03 邹宝胜
曲义杰
CVPR 2022 GroupViT: Semantic Segmentation Emerges from Text Supervision Pytorch
2023.03.27 韩梦
卢江山
arXiv CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation Pytorch
2023.03.20 付佳
钟岚烽
ECCV 2022 A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model Pytorch
2023.03.16 赵乾飞
邹宝胜
arXiv CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection Pytorch
2023.03.02 伍江浩
刘鑫雅
AAAI 2023 Decorate the Newcomers: Visual Domain Prompt for Continual Test Time Adaptation
2023.02.23 曲义杰
董桂铭
CVPR 2022 Decoupled Knowledge Distillation PyTorch
2023.02.16 魏洁
翟书唯
TMI 2021 Anomaly Detection for Medical Images Using Self-Supervised and Translation-Consistent Features
2022.12.29 罗祥德
付佳
MIA 2022 Segmentation with mixed supervision: Confidence maximization helps knowledge distillation Pytorch
2022.12.22 顾然
Dejene
MIA 2022 Rethinking adversarial domain adaptation: Orthogonal decomposition for unsupervised domain adaptation in medical image segmentation Pytorch
2022.12.08 刘鑫雅
董桂铭
TMI 2022 DLTTA: Dynamic Learning Rate for Test-Time Adaptation on Cross-Domain Medical Images Pytorch
2022.12.01 韩梦
卢江山
TMI 2022 SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation
2022.11.24 付佳
钟岚烽
MedIA 2022 Semi-supervised medical image segmentation via a tripled-uncertainty guided mean teacher model with contrastive learning Pytorch
2022.11.17 魏洁
翟书唯
MedIA 2022 Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation
2022.11.10 伍江浩
邹宝胜
TMI (Early Access) LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation
2022.11.03 曲义杰
赵乾飞
MedIA 2022 Mutual consistency learning for semi-supervised medical image segmentation Pytorch
2022.10.27 卢江山 MICCAI 2022 Adversarial Consistency for Single Domain Generalization in Medical Image Segmentation
2022.10.27 刘鑫雅 MICCAI 2022 Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift Pytorch
2022.10.27 付佳 MICCAI 2022 Layer Ensembles: A Single-Pass Uncertainty Estimation in Deep Learning for Segmentation Pytorch
2022.10.13 魏洁 MICCAI 2022 Out-of-Distribution Detection for Long-Tailed and Fine-Grained Skin Lesion Images Pytorch
2022.10.13 曲义杰 MICCAI 2022 DeSD: Self-Supervised Learning with DeepSelf-Distillation for 3D Medical ImageSegmentation Code
2022.10.13 Dejene MICCAI 2022 Leveraging Labeling Representations in Uncertainty-Based Semi-supervised Segmentation
2022.10.08 钟岚峰 MICCAI 2022 Semi-supervised Histological Image Segmentation via Hierarchical Consistency Enforcement
2022.10.08 伍江浩 MICCAI 2022 Test-Time Adaptation with Shape Moments for Image Segmentation Pytorch
2022.10.08 顾然 MICCAI 2022 Domain Specific Convolution and High Frequency Reconstruction Based Unsupervised Domain Adaptation for Medical Image Segmentation Pytorch
2022.09.29 邹宝胜 MICCAI 2022 Momentum Contrastive Voxel-Wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation
2022.09.29 罗祥德 MICCAI 2022 Semi-supervised Medical Image Segmentation Using Cross-Model Pseudo-Supervision with Shape Awareness and Local Context Constraints Pytorch
2022.09.29 韩梦 MICCAI 2022 Scribble2D5: Weakly-Supervised Volumetric Image Segmentation via Scribble Annotations Pytorch
2022.08.31 罗祥德 The Lancet Digital Health Spatially-aware Graph Neural Networks Enable Cross-level Molecular Profile Prediction in Colon Cancer Histopathology: A Retrospective Multicentre Cohort Study
2022.08.09 董桂铭
邹宝胜
Nature communications A clinically applicable deep-learning model for detecting intracranial aneurysm in computed tomography angiography images
2022.08.02 顾然
Dejene
Nature communications A fully automatic AI system for tooth and alveolar bone segmentation from cone-beam CT images
2022.07.26 曲义杰
赵乾飞
Nature communications Annotation-efficient deep learning for automatic medical image segmentation
2022.07.19 卢江山
韩梦
Nature communications COVID-rate: an automated framework for segmentation of COVID-19 lesions from chest CT images
2022.07.12 魏洁
翟书唯
Nature communications Self-evolving vision transformer for chest X-ray diagnosis through knowledge distillation
2022.07.05 刘鑫雅
伍江浩
Nature communications Glass-cutting medical images via a mechanical image segmentation method based on crack propagation
2022.06.28 钟岚烽
付佳
Nature communications Microscopy analysis neural network to solve detection, enumeration and segmentation from image-level annotations
2022.06.15 罗祥德 arxiv CT: Semi-supervised Domain-adaptive Medical Image Segmentation with Asymmetric Co-Training
2022.06.08 董桂铭
邹宝胜
arxiv NomMer: Nominate Synergistic Context in Vision Transformer for Visual Recognition
2022.06.01 卢江山
韩梦
arxiv Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentation
2022.05.25 曲义杰
赵乾飞
arxiv Self-Distillation from the Last Mini-Batch for Consistency Regularization
2022.05.18 顾然
Dejene
AAAI2022 Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary
2022.05.11 向东海
魏洁
arxiv ViM: Out-Of-Distribution with Virtual-logit Matching
2022.04.28 付浩
翟书唯
arxiv CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision
2022.04.21 付佳
钟岚烽
arxiv Adaptive Early-Learning Correction for Segmentation from Noisy Annotations
2022.04.14 郭栋
王璐
CVPR2019 Semantic Image Synthesis with Spatially-Adaptive Normalization
2022.04.07 罗祥德
邹宝胜
arxiv Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization
2021.08.03 顾然
罗祥德
CVPR2021 Uncertainty Reduction for Model Adaptation in Semantic Segmentation
2021.07.28 董桂铭
邹宝胜
CVPR2021 Involution: Inverting the Inherence of Convolution for Visual Recognition
2021.07.21 Dejene
伍江浩
CVPR2021 Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers
2021.07.14 赵乾飞
曲义杰
CVPR2021 Coordinate Attention for Efficient Mobile Network Design
2021.07.07 向东海
杨硕崛
CVPR2021 CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild
2021.03.31 顾然
Dejene
arxiv Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization
2021.03.24 曲义杰
赵乾飞
CVPR2021 Revisiting Knowledge Distillation: An Inheritance and Exploration Framework
2021.01.06 向东海
许伟
TPAMI2020 3D Hand Pose Estimation Using Synthetic Data and Weakly Labeled RGB Images
2020.12.30 董桂铭
王璐
TMI Multi-Domain Image Completion for Random Missing Input Data
2020.12.23 杨硕崛
罗祥德
ECCV2020 End-to-End Object Detection with Transformers
2020.12.16 雷文辉
赵乾飞
MedIA ‘Squeeze & excite’ guided few-shot segmentation of volumetric images
2020.12.09 翟书唯
王欢
TMI Post-DAE: Anatomically Plausible Segmentation via Post-Processing With Denoising Autoencoders
2020.11.25 向东海 ECCV2020 JGR-P2O: Joint Graph Reasoning based Pixel-to-Offset Prediction Network for 3D Hand Pose Estimation from a Single Depth Image
2020.11.25 向东海 Arxiv Pixel-wise Regression: 3D Hand Pose Estimation via Spatial-form Representation and Differentiable Decoder
2020.11.25 郭栋 MICCAI2020 Joint Neuroimage Synthesis and Representation Learning for Conversion Prediction of Subjective Cognitive Decline
2020.11.25 郭栋 MICCAI2020 Brain MR to PET Synthesis via Bidirectional Generative Adversarial Network
2020.11.18 王璐 MICCAI2020 Lesion Mask-Based Simultaneous Synthesis of Anatomic and Molecular MR Images Using a GAN
2020.11.18 王璐 MICCAI2020 Graded Image Generation Using Stratified CycleGAN
2020.11.18 王璐 MICCAI2020 AGAN: An Anatomy Corrector Conditional Generative Adversarial Network
2020.11.18 王欢 MICCAI2020 Robust Medical Image Segmentation from Non-expert Annotations with Tri-network
2020.11.18 王欢 MICCAI2020 Cascaded Robust Learning at Imperfect Labels for Chest X-ray Segmentation
2020.11.11 许伟 CVPR2020 GaitPart: Temporal Part-Based Model for Gait Recognition PyTorch
2020.11.11 付浩 MICCAI2020 Unsupervised Learning Model for Registration of Multi-phase Ultra-Widefield Fluorescein Angiography
2020.11.11 付浩 MICCAI2020 Semantic Hierarchy Guided Registration Networks for Intra-subject Pulmonary CT Image Alignment
2020.11.11 付浩 MICCAI2020 Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks
2020.11.04 翟书唯 TPAMI Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning
2020.10.28 董桂铭
罗祥德
Arxiv Thickened 2D Networks for Efficient 3D Medical Image Segmentation
2020.10.21 赵乾飞
雷文辉
TMI Knowledge-based Collaborative Deep Learning for Benign-Malignant Lung Nodule Classification on Chest CT
2020.10.14 杨硕崛
郭栋
MIA Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation
2020.09.30 向东海 ICCV2019 A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image Pytorch
2020.09.02 梅昊陈 ECCV2020 Semi-Supervised Segmentation based on Error-Correcting Supervision
2020.09.02 付浩 CVPR2020 CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentationvia Global and Local Refinement Pytorch
2020.08.19 王欢 CVPR2020 Squeeze-and-Attention Networks for Semantic Segmentation
2020.08.19 王欢 CVPR2020 ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
2020.08.19 王欢 CVPR2020 Dynamic Convolution: Attention over Convolution Kernels
2020.08.19 顾然 CVPR2020 Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision Pytorch
2020.08.12 雷文辉 CVPR2020 Organ at Risk Segmentation for Head and Neck Cancer Using Stratified Learning and Neural Architecture Search
2020.08.12 郭栋 CVPR2020 MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks
2020.08.05 王璐 ECCV2020 Unsupervised Sketch-to-Photo Synthesis
2020.08.05 刘保森 ECCV2020 BorderDet: Border Feature for Dense Object Detection Pytorch
2020.07.29 许伟 CVPR2020 PandaNet: Anchor-Based Single-Shot Multi-Person 3D Pose Estimation
2020.07.29 向东海 CVPR2020 Compressed Volumetric Heatmaps for Multi-Person 3D Pose Estimation Pytorch
2020.07.22 王欢 CVPR2020 Learning Dynamic Routing for Semantic Segmentation
2020.07.22 罗祥德 CVPR2020 Structure Boundary Preserving Segmentation for Medical Imagewith Ambiguous Boundary
2020.07.15 梅昊陈 MIDL 1. Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision 2. Mutual information deep regularization for semi-supervised segmentation
2020.07.15 付浩 MIDL 1. Uncertainty-Aware Training of Neural Networks for Selective Medical Image Segmentation 2. A Cross-Stitch Architecture for Joint Registration and Segmentation in Adaptive Radiotherapy
2020.07.08 雷文辉 Nature machine intelligence Predicting tumour mutational burden from histopathological images using multiscale deep learning
2020.07.08 郭栋 Nature machine intelligence Which Contrast Does Matter? Towards a Deep Understanding of MR Contrast using Collaborative GAN
2020.07.01 王璐 Nature machine intelligence Augmenting Vascular Disease Diagnosis by Vasculature-aware Unsupervised Learning
2020.07.01 顾然 Nature machine intelligence A shallow convolutional neural network predicts prognosis of lung cancer patients in multi-institutional computed tomography image datasets Python
2020.06.24 刘保森 TPAMI End-to-end Active Object Tracking and Its Real-world Deployment via Reinforcement Learning
2020.06.17 许伟 CVPR2020 HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation Pytorch
2020.06.17 向东海 CVPR2020 VIBE: Video Inference for Human Body Pose and Shape Estimation Tensorflow
2020.06.10 梅昊陈 TMI Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images Pytorch
2020.06.10 付浩 Neural Networks Learning deformable registration of medical images with anatomical constraints Tensorflow
2020.06.03 王欢 Submitted to TMI Synergistic Learning of Lung Lobe Segmentationand Hierarchical Multi-Instance Classification forAutomated Severity Assessment of COVID-19 inCT Images
2020.06.03 雷文辉 TMI HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation Pytorch
2020.05.27 郭栋 CVPR2020 Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation PyTorch
2020.05.27 顾然 TMI Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation TensorFlow
2020.01.08 梅昊陈 TPAMI Semi-Supervised Semantic Segmentation with High- and Low-level Consistency Pytorch
2019.12.25 刘保森 TPAMI Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark Detection in CT Scans
2019.12.18 许伟 TPAMI 3D Human Pose Machines with Self-supervised Learning Tensorflow
2019.12.18 向东海 {IEEE} Trans.Mutimedia Multi-Person Pose Estimation Using Bounding Box Constraint and LSTM
2019.12.11 王璐 TMI Retinal Image Synthesis and Semi-Supervised Learning for Glaucoma Assessment
2019.12.11 雷文辉 MedIA Self-supervised learning for medical image analysis using image context restoration
2019.12.04 王欢 TMI/Neurocomputing Recalibrating Fully Convolutional Networks with Spatial and Channel ‘Squeeze & Excitation’ Blocks
2019.12.04 付浩 TMI2019 Progressively trained convolutional neural networks for deformable image registration
2019.11.27 罗祥德 TMI2019 A 3D Spatially-Weighted Network for Segmentation of Brain Tissue from MRI
2019.11.27 顾然 TMI2019 Boundary-weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation
2019.11.20 付浩 ICCV2019 Recursive Cascaded Networks for Unsupervised Medical Image Registration Tensorflow
2019.11.13 许伟 ICCV2019 HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose Estimation
2019.11.13 向东海 ICCV2019 Cross View Fusion for 3D Human Pose Estimation Pytorch
2019.11.06 刘保森 ICCV2019 SinGAN: Learning a Generative Model from a Single Natural Image Pytorch
2019.10.30 王璐 MICCAI2019 ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image Segmentation Pytorch
2019.10.30 郭栋 MICCAI2019 Pairwise Semantic Segmentation via Conjugate Fully Convolutional Network
2019.10.23 梅昊陈 MICCAI 1.Improved Inference via Deep Input Transfer 2.Pick-and-Learn: Automatic Quality Evaluation for Noisy-Labeled Image Segmentation
2019.10.23 雷文辉 MICCAI2019 Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory and Practice
2019.10.16 刘保森 CVPR2019 RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for Real-Time Point Cloud Shape Completion
2019.10.16 郭栋 CVPR2019 Generating Classification Weights with GNN Denoising Autoencoders for Few-Shot Learning Pytorch

MICS-Lecture-Share

MICS online academic lectures: MICS_China

Date Speaker Title Video
2020.01.07 高跃 Hypergraph Learning and its Applications Bilibili
2020.02.18 刘士远、史河水、沈定刚 新冠肺炎影像诊断及AI系统进展 Bilibili
2020.03.13 黄昆 计算病理与基因组学数据的整合分析(计算病理专题报告之二) Bilibili
2020.03.31 牛海军 超声在生物组织力学特性测量方面的应用 Bilibili
2020.04.14 刘日升 优化观点下的深度学习及其在医学影像领域中的应用 Bilibili
2020.04.28 窦琪 深度学习在医学图像分割中的模型泛化性能研究 Bilibili
2020.05.14 沈定刚、刘天明、郑国焱等 Imaging AI based Management of COVID-19 Webinar Series Bilibili
2020.06.02 夏勇 医学影像小数据深度学习 Bilibili
2020.06.16 唐晓颖 高度形变微分同胚度量映射及其在神经影像和计算机视觉中的应用 Bilibili
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