2019.10.16 |
郭栋 |
CVPR2019 |
Generating Classification Weights with GNN Denoising Autoencoders for Few-Shot Learning |
Pytorch |
2019.10.16 |
刘保森 |
CVPR2019 |
RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for Real-Time Point Cloud Shape Completion |
|
2019.10.23 |
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 |
|
2019.10.30 |
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 |
|
2019.11.06 |
刘保森 |
ICCV2019 |
SinGAN: Learning a Generative Model from a Single Natural Image |
Pytorch |
2019.11.06 |
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|
|
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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 |
2019.11.20 |
|
|
|
|
2019.11.20 |
付浩 |
ICCV2019 |
Recursive Cascaded Networks for Unsupervised Medical Image Registration |
Tensorflow |
2019.11.27 |
顾然 |
TMI2019 |
Boundary-weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation |
|
2019.11.27 |
罗祥德 |
TMI2019 |
A 3D Spatially-Weighted Network for Segmentation of Brain Tissue from MRI |
|
2019.12.04 |
王欢 |
TMI/Neurocomputing |
Recalibrating Fully Convolutional Networks with Spatial and Channel ‘Squeeze & Excitation’ Blocks |
|
2019.12.04 |
付浩 |
TMI |
Progressively trained convolutional neural networks for deformable image registration |
|
2019.12.11 |
雷文辉 |
MedIA |
Self-supervised learning for medical image analysis using image context restoration |
|
2019.12.11 |
王璐 |
TMI |
Retinal Image Synthesis and Semi-Supervised Learning for Glaucoma Assessment |
|
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 |
|
2019.12.25 |
刘保森 |
TPAMI |
Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark Detection in CT Scans |
|
2020.01.08 |
梅昊陈 |
TPAMI |
Semi-Supervised Semantic Segmentation with High- and Low-level Consistency |
Pytorch |
2020.05.27 |
顾然 |
TMI |
Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation |
TensorFlow |
2020.05.27 |
郭栋 |
CVPR2020 |
Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation |
PyTorch |
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 |
2020.06.10 |
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 |
2020.06.17 |
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 |
2020.06.24 |
刘保森 |
TPAMI |
End-to-end Active Object Tracking and Its Real-world Deployment via Reinforcement 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 |
2020.07.01 |
王璐 |
nature machine intelligence |
Augmenting Vascular Disease Diagnosis by Vasculature-aware Unsupervised Learning |
|
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 intelligenceWhich |
Contrast Does Matter? Towards a Deep Understanding of MR Contrast using Collaborative GAN |
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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 |
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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 |
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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 |
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2020.07.29 |
许伟 |
CVPR2020 |
PandaNet: Anchor-Based Single-Shot Multi-Person 3D Pose Estimation |
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2020.07.29 |
向东海 |
CVPR2020 |
Compressed Volumetric Heatmaps for Multi-Person 3D Pose Estimation |
Pytorch |
2020.08.05 |
刘保森 |
ECCV2020 |
BorderDet: Border Feature for Dense Object Detection |
Pytorch |
2020.08.05 |
王璐 |
ECCV2020 |
Unsupervised Sketch-to-Photo Synthesis |
|
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 |
|
2020.08.19 |
顾然 |
CVPR2020 |
Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision |
Pytorch |
2020.08.19 |
王欢 |
CVPR2020 |
Squeeze-and-Attention Networks for Semantic Segmentation |
|
2020.08.19 |
王欢 |
CVPR2020 |
Dynamic Convolution: Attention over Convolution Kernels |
|
2020.08.19 |
王欢 |
CVPR2020 |
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks |
|
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 |
2020.09.30 |
向东海 |
ICCV2019 |
A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image |
Pytorch |
2020.10.14 |
杨硕崛 郭栋 |
MIA |
Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation |
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2020.10.21 |
赵乾飞 雷文辉 |
TMI |
Knowledge-based Collaborative Deep Learning for Benign-Malignant Lung Nodule Classification on Chest CT |
|
2020.10.28 |
董桂铭 罗祥德 |
Arxiv |
Thickened 2D Networks for Efficient 3D Medical Image Segmentation |
|
2020.11.04 |
翟书唯 |
TPAMI |
Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning |
|
2020.11.11 |
许伟 |
CVPR2020 |
GaitPart: Temporal Part-Based Model for Gait Recognition |
PyTorch |
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 |
|
2020.11.11 |
付浩 |
MICCAI2020 |
Unsupervised Learning Model for Registration of Multi-phase Ultra-Widefield Fluorescein Angiography |
|
2020.11.18 |
王欢 |
MICCAI2020 |
Cascaded Robust Learning at Imperfect Labels for Chest X-ray Segmentation |
|
2020.11.18 |
王欢 |
MICCAI2020 |
Robust Medical Image Segmentation from Non-expert Annotations with Tri-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 |
AGAN: An Anatomy Corrector Conditional Generative Adversarial Network |
|
2020.11.18 |
王璐 |
MICCAI2020 |
Graded Image Generation Using Stratified CycleGAN |
|
2020.11.25 |
向东海 |
Arxiv |
Pixel-wise Regression: 3D Hand Pose Estimation via Spatial-form Representation and Differentiable Decoder |
|
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 |
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 |
|
2020.12.09 |
翟书唯 王欢 |
TMI |
Post-DAE: Anatomically Plausible Segmentation via Post-Processing With Denoising Autoencoders |
|
2020.12.16 |
雷文辉 赵乾飞 |
MedIA |
‘Squeeze & excite’ guided few-shot segmentation of volumetric images |
|
2020.12.23 |
杨硕崛 罗祥德 |
ECCV2020 |
End-to-End Object Detection with Transformers |
|
2020.12.30 |
董桂铭 王璐 |
TMI |
Multi-Domain Image Completion for Random Missing Input Data |
|
2021.01.06 |
向东海 许伟 |
TPAMI2020 |
3D Hand Pose Estimation Using Synthetic Data and Weakly Labeled RGB Images |
|
2021.07.07 |
向东海 杨硕崛 |
CVPR2021 |
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild |
|
2021.07.14 |
赵乾飞 曲义杰 |
CVPR2021 |
Coordinate Attention for Efficient Mobile Network Design |
|
2021.07.21 |
dejene 伍江浩 |
CVPR2021 |
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers |
|
2021.07.28 |
董桂铭 邹宝胜 |
CVPR2021 |
Involution: Inverting the Inherence of Convolution for Visual Recognition |
|
2021.08.03 |
顾然 罗祥德 |
CVPR2021 |
Uncertainty Reduction for Model Adaptation in Semantic Segmentation |
|