组内资料分享

• 组内资料分享
  • 1. Paper-Reading-Group (论文分享)
  • 2. MICS-Lecture-Share (MICS在线学术讲座)

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、沈定刚等	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
2020.06.30	高飞	光声成像：硬件系统启发的算法设计	Bilibili
2020.07.18-19	MICS	第七届医学图像计算青年研讨会	blibili
2020.07.30	柏文佳	机器学习在心脏图像分析中的应用	Blibili
2020.08.11	郭翌	基于深度学习的超声影像超分辨率重建及分析方法	Blibili
2020.08.25	秦宸	机器学习在核磁共振图像重构及分析中的研究	Blibili
2020.09.08	何旭明	关于图像语义分割和对齐问题中的弱监督策略	Blibili
2020.09.22	高盛华	Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images	Blibili

⬆ back to top