This list of publications was automatically generated in September 2022.
For up to date publications, see my Google Scholar, and DBLP pages.
2022 |
Enabling AI Innovation via Data and Model Sharing: An Overview of the Nsf Convergence Accelerator Track Đ Journal Article AI Mag., 43 (1), pp. 93–104, 2022. |
SCPM-Net: An anchor-free 3D lung nodule detection network using sphere representation and center points matching Journal Article Medical Image Anal., 75 , pp. 102287, 2022. |
DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system Journal Article Medical Image Anal., 80 , pp. 102485, 2022. |
Semi-supervised medical image segmentation via uncertainty rectified pyramid consistency Journal Article Medical Image Anal., 80 , pp. 102517, 2022. |
In vitro machine learning-based CAR Ŧ immunological synapse quality measurements correlate with patient clinical outcomes Journal Article PLoS Comput. Biol., 18 (3), 2022. |
Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis From Lung CT Scans With Multi-Scale Guided Dense Attention Journal Article IEEE Trans. Medical Imaging, 41 (3), pp. 531–542, 2022. |
J. Signal Process. Syst., 94 (5), pp. 473–483, 2022. |
A Manifold View of Adversarial Risk Inproceedings -, Gustau Camps; Ruiz, Francisco J R; Valera, Isabel (Ed.): International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event, pp. 11598–11614, PMLR, 2022. |
Learning Transferable Reward for Query Object Localization with Policy Adaptation Inproceedings The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022, OpenReview.net, 2022. |
Region Proposal Rectification Towards Robust Instance Segmentation of Biological Images Inproceedings Wang, Linwei; Dou, Qi; Fletcher, Thomas P; Speidel, Stefanie; Li, Shuo (Ed.): Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 - 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part IV, pp. 129–139, Springer, 2022. |
TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers Inproceedings Wang, Linwei; Dou, Qi; Fletcher, Thomas P; Speidel, Stefanie; Li, Shuo (Ed.): Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 - 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part V, pp. 485–495, Springer, 2022. |
DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via a Structure-Specific Generative Method Inproceedings Wang, Linwei; Dou, Qi; Fletcher, Thomas P; Speidel, Stefanie; Li, Shuo (Ed.): Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 - 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part IV, pp. 567–577, Springer, 2022. |
AE-StyleGAN: Improved Training of Style-Based Auto-Encoders Inproceedings IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022, Waikoloa, HI, USA, January 3-8, 2022, pp. 955–964, IEEE, 2022. |
ASL Video Corpora & Sign Bank: Resources Available through the American Sign Language Linguistic Research Project (ASLLRP) Journal Article CoRR, abs/2201.07899 , 2022. |
Contrastive and Selective Hidden Embeddings for Medical Image Segmentation Journal Article CoRR, abs/2201.08779 , 2022. |
Modality Bank: Learn multi-modality images across data centers without sharing medical data Journal Article CoRR, abs/2201.08955 , 2022. |
Graph Convolutional Networks for Multi-modality Medical Imaging: Methods, Architectures, and Clinical Applications Journal Article CoRR, abs/2202.08916 , 2022. |
Learning Transferable Reward for Query Object Localization with Policy Adaptation Journal Article CoRR, abs/2202.12403 , 2022. |
A Multi-scale Transformer for Medical Image Segmentation: Architectures, Model Efficiency, and Benchmarks Journal Article CoRR, abs/2203.00131 , 2022. |
Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning Journal Article CoRR, abs/2203.02573 , 2022. |
Region Proposal Rectification Towards Robust Instance Segmentation of Biological Images Journal Article CoRR, abs/2203.02846 , 2022. |
TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers Journal Article CoRR, abs/2203.10726 , 2022. |
Global Matching with Overlapping Attention for Optical Flow Estimation Journal Article CoRR, abs/2203.11335 , 2022. |
A Manifold View of Adversarial Risk Journal Article CoRR, abs/2203.13277 , 2022. |
Towards Self-supervised and Weight-preserving Neural Architecture Search Journal Article CoRR, abs/2206.04125 , 2022. |
DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via A Structure-Specific Generative Method Journal Article CoRR, abs/2206.07163 , 2022. |
A Dynamic Data Driven Approach for Explainable Scene Understanding Journal Article CoRR, abs/2206.09089 , 2022. |
Exploiting Unlabeled Data with Vision and Language Models for Object Detection Journal Article CoRR, abs/2207.08954 , 2022. |
Hierarchically Self-Supervised Transformer for Human Skeleton Representation Learning Journal Article CoRR, abs/2207.09644 , 2022. |
2021 |
Training of computational algorithms to predict NAFLD activity score and fibrosis stage from liver histopathology slides Journal Article Comput. Methods Programs Biomed., 207 , pp. 106153, 2021. |
Guest editorial: Deep learning for medical image analysis Journal Article Neurocomputing, 438 , pp. 209–210, 2021. |
FocusNetv2: Imbalanced large and small organ segmentation with adversarial shape constraint for head and neck CT images Journal Article Medical Image Anal., 67 , pp. 101831, 2021. |
Dynamic MRI reconstruction with end-to-end motion-guided network Journal Article Medical Image Anal., 68 , pp. 101901, 2021. |
Surgical planning of pelvic tumor using multi-view CNN with relation-context representation learning Journal Article Medical Image Anal., 69 , pp. 101954, 2021. |
Greedy auto-augmentation for n-shot learning using deep neural networks Journal Article Neural Networks, 135 , pp. 68–77, 2021. |
Multi-Stage Feature Fusion Network for Video Super-Resolution Journal Article IEEE Trans. Image Process., 30 , pp. 2923–2934, 2021. |
Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images Journal Article IEEE Trans. Medical Imaging, 40 (9), pp. 2403–2414, 2021. |
Few-Shot Learning by a Cascaded Framework With Shape-Constrained Pseudo Label Assessment for Whole Heart Segmentation Journal Article IEEE Trans. Medical Imaging, 40 (10), pp. 2629–2641, 2021. |
American Sign Language Video Anonymization to Support Online Participation of Deaf and Hard of Hearing Users Inproceedings Lazar, Jonathan; Feng, Jinjuan Heidi; Hwang, Faustina (Ed.): ASSETS '21: The 23rd International ACM SIGACCESS Conference on Computers and Accessibility, Virtual Event, USA, October 18-22, 2021, pp. 22:1–22:13, ACM, 2021. |
Deep Animation Video Interpolation in the Wild Inproceedings IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2021, virtual, June 19-25, 2021, pp. 6587–6595, Computer Vision Foundation / IEEE, 2021. |
DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images Inproceedings IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2021, virtual, June 19-25, 2021, pp. 7261–7271, Computer Vision Foundation / IEEE, 2021. |
Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization Inproceedings IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2021, virtual, June 19-25, 2021, pp. 12793–12802, Computer Vision Foundation / IEEE, 2021. |
CrossNorm and SelfNorm for Generalization under Distribution Shifts Inproceedings 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021, Montreal, QC, Canada, October 10-17, 2021, pp. 52–61, IEEE, 2021. |
Semantic Aware Data Augmentation for Cell Nuclei Microscopical Images with Artificial Neural Networks Inproceedings 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021, Montreal, QC, Canada, October 10-17, 2021, pp. 3932–3941, IEEE, 2021. |
Stochastic Transformer Networks with Linear Competing Units: Application to end-to-end SL Translation Inproceedings 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021, Montreal, QC, Canada, October 10-17, 2021, pp. 11926–11935, IEEE, 2021. |
Dual Projection Generative Adversarial Networks for Conditional Image Generation Inproceedings 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021, Montreal, QC, Canada, October 10-17, 2021, pp. 14418–14427, IEEE, 2021. |
A Good Image Generator Is What You Need for High-Resolution Video Synthesis Inproceedings 9th International Conference on Learning Representations, ICLR 2021, Virtual Event, Austria, May 3-7, 2021, OpenReview.net, 2021. |
Enabling Data Diversity: Efficient Automatic Augmentation via Regularized Adversarial Training Inproceedings Feragen, Aasa; Sommer, Stefan; Schnabel, Julia A; Nielsen, Mads (Ed.): Information Processing in Medical Imaging - 27th International Conference, IPMI 2021, Virtual Event, June 28-June 30, 2021, Proceedings, pp. 85–97, Springer, 2021. |
Liver Fibrosis And NAS Scoring From CT Images Using Self-Supervised Learning And Texture Encoding Inproceedings 18th IEEE International Symposium on Biomedical Imaging, ISBI 2021, Nice, France, April 13-16, 2021, pp. 1553–1557, IEEE, 2021. |
UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation Inproceedings de Bruijne, Marleen; Cattin, Philippe C; é, St; Padoy, Nicolas; Speidel, Stefanie; Zheng, Yefeng; Essert, Caroline (Ed.): Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27 - October 1, 2021, Proceedings, Part III, pp. 61–71, Springer, 2021. |