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ORCIDYang Song 0001
Person information
- affiliation: University of New South Wales, Sydney, NSW, Australia
- affiliation (PhD 2013): University of Sydney, School of Information Technologies, Biomedical and Multimedia Information Technology (BMIT) Research Group, NSW, Australia
Other persons with the same name
- Yang Song — disambiguation page
- Yang Song 0002 — Waseda University, Graduate School of Information, Production and Systems, Kitakyushu City, Japan
- Yang Song 0003
![[0000-0003-2540-6958]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-2540-6958")
— Shanghai University, School of Mechatronics Engineering and Automation, Department of Automation, China (and 1 more) - Yang Song 0004 — Beihang University, School of Instrumentation Science and Opto-Electronics Engineering, Beijing, China
- Yang Song 0005 — IBM T. J. Watson Research Center, Hawthorne, NY, USA (and 1 more)
- Yang Song 0006 — University of California, San Diego, CA, USA
- Yang Song 0007 — University of Arizona, Department of Electrical and Computer Engineering, Tucson, AZ, USA
- Yang Song 0008 — Kuaishou Technology, Beijing, China (and 3 more)
- Yang Song 0009 — Google Research, Mountain View, CA, USA
- Yang Song 0010 — East China Normal University, School of Computer Science and Software Engineering, Shanghai, China
- Yang Song 0011 — Stanford University, CA, USA
- Yang Song 0012 — Nanyang Technological University, School of Electrical and Electronic Engineering, Singapore (and 2 more)
- Yang Song 0013 — University of Tennessee, Department of Electrical Engineering and Computer Science, xKnoxville, USA (and 2 more)
- Yang Song 0014 — Norwegian University of Science and Technology, Trondheim, Norway (and 2 more)
- Yang Song 0015 — Ningbo University, Faculty of Information Science and Engineering, College of Science and Technology, Zhejiang Provincial United Key Laboratory of Embedded Systems, China
- Yang Song 0016 — University of Utah, School of Computing, Salt Lake City, UH, USA
- Yang Song 0017 — Zoomlion Smart Agriculture, Intelligent Agriculture Research Institute, Wuhu, China (and 1 more)
- Yang Song 0018 — China Agricultural University, College of Resources and Environmental Sciences, Beijing, China
- Yang Song 0019 — University of North Carolina at Wilmington, Department of Computer Science, NC, USA (and 1 more)
- Yang Song 0020 — Communication University of China, School of Information Engineering, China
- Yang Song 0021 — BOSS Zhipin NLP Center, Beijing, China
- Yang Song 0022 — Northeastern University, College of Information Science and Engineering, Shenyang, China
- Yang Song 0023 — Fujifilm Software, Inc., San Jose, CA, USA (and 1 more)
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2020 – today
- 2024
[j53]Jiayi Zhu, Bart Bolsterlee, Brian V. Y. Chow, Yang Song, Erik Meijering:
Hybrid dual mean-teacher network with double-uncertainty guidance for semi-supervised segmentation of magnetic resonance images. Comput. Medical Imaging Graph. 115: 102383 (2024)- [j52]Cong Cong, Sidong Liu, Priyanka Rana, Maurice Pagnucco, Antonio Di Ieva, Shlomo Berkovsky, Yang Song:
Adaptive unified contrastive learning with graph-based feature aggregator for imbalanced medical image classification. Expert Syst. Appl. 251: 123783 (2024) - [j51]Yuqian Chen, Leo R. Zekelman, Chaoyi Zhang, Tengfei Xue, Yang Song, Nikos Makris, Yogesh Rathi, Alexandra J. Golby, Weidong Cai, Fan Zhang, Lauren J. O'Donnell:
TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance. Medical Image Anal. 94: 103120 (2024) - [j50]Ruoyu Guo, Yiwen Xu, Anthony Tompkins, Maurice Pagnucco, Yang Song:
Multi-degradation-adaptation network for fundus image enhancement with degradation representation learning. Medical Image Anal. 97: 103273 (2024) - [j49]Lei Fan, Dongdong Fan, Yiwen Ding, Yong Wu, Hongxia Chu, Maurice Pagnucco, Yang Song:
AV4GAInsp: An Efficient Dual-Camera System for Identifying Defective Kernels of Cereal Grains. IEEE Robotics Autom. Lett. 9(1): 851-858 (2024) - [j48]Renhao Huang, Jingtao Ding, Maurice Pagnucco, Yang Song:
Fully Decoupling Trajectory and Scene Encoding for Lightweight Heatmap-Oriented Trajectory Prediction. IEEE Robotics Autom. Lett. 9(10): 9143-9150 (2024) - [j47]Wenbin Wang, Yang Song, Sanjay K. Jha:
USAT: A Universal Speaker-Adaptive Text-to-Speech Approach. IEEE ACM Trans. Audio Speech Lang. Process. 32: 2590-2604 (2024) - [j46]Junyan Wang, Yiqi Jiang, Yang Long, Xiuyu Sun, Maurice Pagnucco, Yang Song:
Deconfounding Causal Inference for Zero-Shot Action Recognition. IEEE Trans. Multim. 26: 3976-3986 (2024) - [c141]Cong Cong, Shiyu Xuan, Sidong Liu, Shiliang Zhang, Maurice Pagnucco, Yang Song:
Decoupled Optimisation for Long-Tailed Visual Recognition. AAAI 2024: 1380-1388 - [c140]Marium Malik, Jiaojiao Jiang, Yang Song, Sanjay Jha:
MFVIEW: Multi-modal Fake News Detection with View-Specific Information Extraction. ECIR (3) 2024: 345-353 - [c139]Veena Dodballapur, Dongnan Liu, Yang Song, Weidong Cai:
Cross-Domain Exemplars for Cell Counting. ISBI 2024: 1-5 - [c138]Zhan Heng, Maurice Pagnucco, Erik Meijering, Yang Song:
Vascular Topology Rectification Network for Automated Retinal Artery/Vein Segmentation. ISBI 2024: 1-4 - [c137]Piumi Sandarenu, Julia Chen, Iveta Slapetova, Lois Browne, Peter H. Graham, Alexander Swarbrick, Ewan K. A. Millar, Yang Song, Erik Meijering:
Semi-Supervised Variational Autoencoder for Cell Feature Extraction In Multiplexed Immunofluorescence Images. ISBI 2024: 1-5 - [c136]Shenghui Yan, Sidong Liu, Antonio Di Ieva, Maurice Pagnucco, Yang Song:
Meta-Transfer Learning for Few-Shot Meningioma Segmentation. ISBI 2024: 1-4 - [c135]Yanming Zhu, Ari Tchetchenian, Xuefei Yin, Alan Liew, Yang Song, Erik Meijering:
AC-UNet: Adaptive Connection UNet for White Matter Tract Segmentation Through Neural Architecture Search. ISBI 2024: 1-5 - [c134]Peibo Li, Maarten de Rijke, Hao Xue, Shuang Ao, Yang Song, Flora D. Salim:
Large Language Models for Next Point-of-Interest Recommendation. SIGIR 2024: 1463-1472 - [i49]Lei Fan, Yiwen Ding, Dongdong Fan, Yong Wu, Hongxia Chu, Maurice Pagnucco, Yang Song:
An annotated grain kernel image database for visual quality inspection. CoRR abs/2401.08599 (2024) - [i48]Peibo Li, Maarten de Rijke, Hao Xue, Shuang Ao, Yang Song, Flora D. Salim:
Large Language Models for Next Point-of-Interest Recommendation. CoRR abs/2404.17591 (2024) - [i47]Wenbin Wang, Yang Song, Sanjay Jha:
USAT: A Universal Speaker-Adaptive Text-to-Speech Approach. CoRR abs/2404.18094 (2024) - [i46]Lihuan Li, Hao Xue, Yang Song, Flora D. Salim:
T-JEPA: A Joint-Embedding Predictive Architecture for Trajectory Similarity Computation. CoRR abs/2406.12913 (2024) - [i45]Wenbin Wang, Yang Song, Sanjay Jha:
GLOBE: A High-quality English Corpus with Global Accents for Zero-shot Speaker Adaptive Text-to-Speech. CoRR abs/2406.14875 (2024) - [i44]Piumi Sandarenu, Julia Chen, Iveta Slapetova, Lois Browne, Peter H. Graham, Alexander Swarbrick, Ewan K. A. Millar, Yang Song, Erik Meijering:
Semi-supervised variational autoencoder for cell feature extraction in multiplexed immunofluorescence images. CoRR abs/2406.15727 (2024) - [i43]Yuqian Chen, Fan Zhang, Meng Wang, Leo R. Zekelman, Suheyla Cetin Karayumak, Tengfei Xue, Chaoyi Zhang, Yang Song, Nikos Makris, Yogesh Rathi, Tom Weidong Cai, Lauren J. O'Donnell:
TractGraphFormer: Anatomically Informed Hybrid Graph CNN-Transformer Network for Classification from Diffusion MRI Tractography. CoRR abs/2407.08883 (2024) - [i42]Ari Tchetchenian, Leo R. Zekelman, Yuqian Chen, Jarrett Rushmore, Fan Zhang, Edward H. Yeterian, Nikos Makris, Yogesh Rathi, Erik Meijering, Yang Song, Lauren J. O'Donnell:
Deep multimodal saliency parcellation of cerebellar pathways: linking microstructure and individual function through explainable multitask learning. CoRR abs/2407.15132 (2024) - [i41]Cong Cong, Shiyu Xuan, Sidong Liu, Maurice Pagnucco, Shiliang Zhang, Yang Song:
Dataset Distillation for Histopathology Image Classification. CoRR abs/2408.09709 (2024) - [i40]Xiangchen Yin, Donglin Di, Lei Fan, Hao Li, Chen Wei, Xiaofei Gou, Yang Song, Xiao Sun, Xun Yang:
GRPose: Learning Graph Relations for Human Image Generation with Pose Priors. CoRR abs/2408.16540 (2024) - 2023
- [j45]Priyanka Rana, Arcot Sowmya, Erik Meijering, Yang Song:
Imbalanced classification for protein subcellular localization with multilabel oversampling. Bioinform. 39(1) (2023) - [j44]Yiwen Xu, Maurice Pagnucco, Yang Song:
An edge guided coarse-to-fine generative network for image outpainting. Neurocomputing 541: 126254 (2023) - [j43]Tengfei Xue, Fan Zhang, Chaoyi Zhang, Yuqian Chen, Yang Song, Alexandra J. Golby, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell:
Superficial white matter analysis: An efficient point-cloud-based deep learning framework with supervised contrastive learning for consistent tractography parcellation across populations and dMRI acquisitions. Medical Image Anal. 85: 102759 (2023) - [j42]Ruoyu Guo, Kunzi Xie, Maurice Pagnucco, Yang Song:
SAC-Net: Learning with weak and noisy labels in histopathology image segmentation. Medical Image Anal. 86: 102790 (2023) - [j41]Yuqian Chen, Chaoyi Zhang, Tengfei Xue, Yang Song, Nikos Makris, Yogesh Rathi, Tom Weidong Cai, Fan Zhang, Lauren J. O'Donnell:
Deep fiber clustering: Anatomically informed fiber clustering with self-supervised deep learning for fast and effective tractography parcellation. NeuroImage 273: 120086 (2023) - [j40]Zhichao Yang, Cong Cong, Maurice Pagnucco, Yang Song:
Multi-scale multi-reception attention network for bone age assessment in X-ray images. Neural Networks 158: 249-257 (2023) - [j39]Lei Fan, Arcot Sowmya, Erik Meijering, Yang Song:
Cancer Survival Prediction From Whole Slide Images With Self-Supervised Learning and Slide Consistency. IEEE Trans. Medical Imaging 42(5): 1401-1412 (2023) - [j38]Dongnan Liu, Chaoyi Zhang, Yang Song, Heng Huang, Chenyu Wang, Michael Barnett, Tom Weidong Cai:
Decompose to Adapt: Cross-Domain Object Detection Via Feature Disentanglement. IEEE Trans. Multim. 25: 1333-1344 (2023) - [j37]Wenbin Wang, Maurice Pagnucco, Chengpei Xu, Yang Song:
InterREC: An Interpretable Method for Referring Expression Comprehension. IEEE Trans. Multim. 25: 9330-9342 (2023) - [c133]Raynaldio Limarga, Yang Song, Maurice Pagnucco, David Rajaratnam:
Epistemic Reasoning in Computational Machine Ethics. AI (2) 2023: 82-94 - [c132]Yan Hu, Erik Meijering, Yang Song:
Large-Kernel Attention Network with Distance Regression and Topological Self-correction for Airway Segmentation. AI (1) 2023: 115-126 - [c131]Renhao Huang, Anthony Tompkins, Maurice Pagnucco, Yang Song:
Towards Single Source Domain Generalisation in Trajectory Prediction: A Motion Prior based Approach. CoLLAs 2023: 227-243 - [c130]Shenyang Qian, Maurice Pagnucco, Yang Song:
Adaptive Local Prototype and Cycle Attention for Few-shot Medical Image Segmentation. DICTA 2023: 49-56 - [c129]Lei Fan, Yiwen Ding, Dongdong Fan, Yong Wu, Maurice Pagnucco, Yang Song:
Identifying the Defective: Detecting Damaged Grains for Cereal Appearance Inspection. ECAI 2023: 660-667 - [c128]Junyan Wang, Zhenhong Sun, Yichen Qian, Dong Gong, Xiuyu Sun, Ming C. Lin, Maurice Pagnucco, Yang Song:
Maximizing Spatio-Temporal Entropy of Deep 3D CNNs for Efficient Video Recognition. ICLR 2023 - [c127]Fan Wan, Junyan Wang, Haoran Duan, Yang Song, Maurice Pagnucco, Yang Long:
Community-Aware Federated Video Summarization. IJCNN 2023: 1-8 - [c126]Wenbin Wang, Yang Song, Sanjay Jha:
Generalizable Zero-Shot Speaker Adaptive Speech Synthesis with Disentangled Representations. INTERSPEECH 2023: 4454-4458 - [c125]Renhao Huang, Maurice Pagnucco, Yang Song:
HyperTraj: Towards Simple and Fast Scene-Compliant Endpoint Conditioned Trajectory Prediction. IROS 2023: 3208-3213 - [c124]Yuqian Chen, Fan Zhang, Leo R. Zekelman, Tengfei Xue, Chaoyi Zhang, Yang Song, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell:
Tractgraphcnn: Anatomically Informed Graph CNN for Classification Using Diffusion MRI Tractography. ISBI 2023: 1-5 - [c123]Jiayi Zhu, Bart Bolsterlee, Brian V. Y. Chow, Yang Song, Erik Meijering:
Uncertainty and Shape-Aware Continual Test-Time Adaptation for Cross-Domain Segmentation of Medical Images. MICCAI (3) 2023: 659-669 - [c122]Yongze Wang, Maurice Pagnucco, Yang Song:
Self-training with Domain-Mixed Data for Few-Shot Domain Adaptation in Medical Image Segmentation Tasks. MLMI@MICCAI (1) 2023: 299-309 - [c121]Yiwen Xu, Ruoyu Guo, Maurice Pagnucco, Yang Song:
Draw2Edit: Mask-Free Sketch-Guided Image Manipulation. ACM Multimedia 2023: 7205-7215 - [c120]Carson Yu Liu, Gelareh Mohammadi, Yang Song, Wafa Johal:
Speech-Gesture GAN: Gesture Generation for Robots and Embodied Agents. RO-MAN 2023: 405-412 - [c119]Dennis Del Favero, Yang Song, Khalid A. M. Moinuddin, Charles Green, Jason J. Sharples, Alex Ong, Navin Brohier:
Penumbra2.0. SIGGRAPH Asia Art Gallery 2023: 16:1-16:2 - [i39]Yuqian Chen, Fan Zhang, Leo R. Zekelman, Tengfei Xue, Chaoyi Zhang, Yang Song, Nikos Makris, Yogesh Rathi, Tom Weidong Cai, Lauren J. O'Donnell:
TractGraphCNN: anatomically informed graph CNN for classification using diffusion MRI tractography. CoRR abs/2301.01911 (2023) - [i38]Renhao Huang, Hao Xue, Maurice Pagnucco, Flora D. Salim, Yang Song:
Multimodal Trajectory Prediction: A Survey. CoRR abs/2302.10463 (2023) - [i37]Junyan Wang, Zhenhong Sun, Yichen Qian, Dong Gong, Xiuyu Sun, Ming C. Lin, Maurice Pagnucco, Yang Song:
Maximizing Spatio-Temporal Entropy of Deep 3D CNNs for Efficient Video Recognition. CoRR abs/2303.02693 (2023) - [i36]Jiayi Zhu, Bart Bolsterlee, Brian V. Y. Chow, Yang Song, Erik Meijering:
Hybrid Dual Mean-Teacher Network With Double-Uncertainty Guidance for Semi-Supervised Segmentation of MRI Scans. CoRR abs/2303.05126 (2023) - [i35]Yuqian Chen, Leo R. Zekelman, Chaoyi Zhang, Tengfei Xue, Yang Song, Nikos Makris, Yogesh Rathi, Alexandra J. Golby, Weidong Cai, Fan Zhang, Lauren J. O'Donnell:
TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance. CoRR abs/2307.03982 (2023) - [i34]Wenbin Wang, Yang Song, Sanjay Jha:
Generalizable Zero-Shot Speaker Adaptive Speech Synthesis with Disentangled Representations. CoRR abs/2308.13007 (2023) - [i33]Carson Yu Liu, Gelareh Mohammadi, Yang Song, Wafa Johal:
Speech-Gesture GAN: Gesture Generation for Robots and Embodied Agents. CoRR abs/2309.09346 (2023) - [i32]Lei Fan, Yiwen Ding, Dongdong Fan, Yong Wu, Maurice Pagnucco, Yang Song:
Identifying the Defective: Detecting Damaged Grains for Cereal Appearance Inspection. CoRR abs/2311.11901 (2023) - [i31]Haoran Fan, Qi Fan, Maurice Pagnucco, Yang Song:
DARNet: Bridging Domain Gaps in Cross-Domain Few-Shot Segmentation with Dynamic Adaptation. CoRR abs/2312.04813 (2023) - 2022
- [j36]Tiange Xiang, Chaoyi Zhang, Xinyi Wang, Yang Song, Dongnan Liu, Heng Huang, Weidong Cai:
Towards bi-directional skip connections in encoder-decoder architectures and beyond. Medical Image Anal. 78: 102420 (2022) - [j35]Cong Cong, Sidong Liu, Antonio Di Ieva, Maurice Pagnucco, Shlomo Berkovsky, Yang Song:
Colour adaptive generative networks for stain normalisation of histopathology images. Medical Image Anal. 82: 102580 (2022) - [j34]Jiyang Jiang, Dadong Wang, Yang Song, Perminder S. Sachdev, Wei Wen:
Computer-aided extraction of select MRI markers of cerebral small vessel disease: A systematic review. NeuroImage 261: 119528 (2022) - [j33]Yang Ma, Chaoyi Zhang, Mariano Cabezas, Yang Song, Zihao Tang, Dongnan Liu, Weidong Cai, Michael Barnett, Chenyu Wang:
Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications. IEEE J. Biomed. Health Informatics 26(6): 2680-2692 (2022) - [j32]Tiange Xiang, Yang Song, Chaoyi Zhang, Dongnan Liu, Mei Chen, Fan Zhang, Heng Huang, Lauren O'Donnell, Weidong Cai:
DSNet: A Dual-Stream Framework for Weakly-Supervised Gigapixel Pathology Image Analysis. IEEE Trans. Medical Imaging 41(8): 2180-2190 (2022) - [c118]Yiwen Xu, Maurice Pagnucco, Yang Song:
DHG-GAN: Diverse Image Outpainting via Decoupled High Frequency Semantics. ACCV (7) 2022: 168-184 - [c117]Junyan Wang, Likun Qin, Peng Zhang, Yang Long, Bingzhang Hu, Maurice Pagnucco, Shizheng Wang, Yang Song:
Towards Unified Multi-Excitation for Unsupervised Video Prediction. BMVC 2022: 587 - [c116]Lihuan Li, Maurice Pagnucco, Yang Song:
Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory Prediction. CVPR 2022: 2221-2231 - [c115]Lei Fan, Yiwen Ding, Dongdong Fan, Donglin Di, Maurice Pagnucco, Yang Song:
GrainSpace: A Large-scale Dataset for Fine-grained and Domain-adaptive Recognition of Cereal Grains. CVPR 2022: 21084-21093 - [c114]Shek Wai Chu, Chaoyi Zhang, Yang Song, Weidong Cai:
Channel-Position Self-Attention with Query Refinement Skeleton Graph Neural Network in Human Pose Estimation. ICIP 2022: 971-975 - [c113]Wenbin Wang, Yang Song, Sanjay Jha:
Autolv: Automatic Lecture Video Generator. ICIP 2022: 1086-1090 - [c112]Peibo Li, Yixing Yang, Maurice Pagnucco, Yang Song:
CoGNet: Cooperative Graph Neural Networks. IJCNN 2022: 1-8 - [c111]Cong Cong, Yixing Yang, Sidong Liu, Maurice Pagnucco, Yang Song:
Imbalanced Histopathology Image Classification Using Deep Feature Graph Attention Network. ISBI 2022: 1-4 - [c110]Yan Hu, Yongsheng Pan, Yang Song, Erik Meijering, Zhiming Cui, Yue Zhao, Zhongxiang Ding, Min Zhu, Dinggang Shen:
Parallel Sinogram and Image Framework With Co-Training Strategy for Metal Artifact Reduction in Tooth Ct Images. ISBI 2022: 1-4 - [c109]Shichen Luo, Zhan Heng, Maurice Pagnucco, Yang Song:
Two-Stage Topological Refinement Network for Retinal Artery/Vein Classification. ISBI 2022: 1-4 - [c108]Priyanka Rana, Arcot Sowmya, Erik Meijering, Yang Song:
Imbalanced Cell-Cycle Classification Using Wgan-Div and Mixup. ISBI 2022: 1-4 - [c107]Tengfei Xue, Fan Zhang, Chaoyi Zhang, Yuqian Chen, Yang Song, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell:
Supwma: Consistent and Efficient Tractography Parcellation of Superficial White Matter with Deep Learning. ISBI 2022: 1-5 - [c106]Jiayi Zhu, Bart Bolsterlee, Brian V. Y. Chow, Yang Song, Erik Meijering:
Hybrid Attentive Unet for Segmentation of Lower Leg Muscles and Bones From MRI Scans For Musculoskeletal Research. ISBI 2022: 1-5 - [c105]Yuqian Chen, Fan Zhang, Chaoyi Zhang, Tengfei Xue, Leo R. Zekelman, Jianzhong He, Yang Song, Nikos Makris, Yogesh Rathi, Alexandra J. Golby, Weidong Cai, Lauren J. O'Donnell:
White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning. MICCAI (1) 2022: 174-184 - [c104]Kunzi Xie, Yixing Yang, Maurice Pagnucco, Yang Song:
Electron Microscope Image Registration Using Laplacian Sharpening Transformer U-Net. MICCAI (6) 2022: 310-319 - [c103]Cong Cong, Yixing Yang, Sidong Liu, Maurice Pagnucco, Antonio Di Ieva, Shlomo Berkovsky, Yang Song:
Adaptive Unified Contrastive Learning for Imbalanced Classification. MLMI@MICCAI 2022: 348-357 - [c102]Lei Fan, Arcot Sowmya, Erik Meijering, Yang Song:
Fast FF-to-FFPE Whole Slide Image Translation via Laplacian Pyramid and Contrastive Learning. MICCAI (2) 2022: 409-419 - [i30]Dongnan Liu, Chaoyi Zhang, Yang Song, Heng Huang, Chenyu Wang, Michael Barnett, Weidong Cai:
Decompose to Adapt: Cross-domain Object Detection via Feature Disentanglement. CoRR abs/2201.01929 (2022) - [i29]Tengfei Xue, Fan Zhang, Chaoyi Zhang, Yuqian Chen, Yang Song, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell:
SupWMA: Consistent and Efficient Tractography Parcellation of Superficial White Matter with Deep Learning. CoRR abs/2201.12528 (2022) - [i28]Lei Fan, Yiwen Ding, Dongdong Fan, Donglin Di, Maurice Pagnucco, Yang Song:
GrainSpace: A Large-scale Dataset for Fine-grained and Domain-adaptive Recognition of Cereal Grains. CoRR abs/2203.05306 (2022) - [i27]Tiange Xiang, Chaoyi Zhang, Xinyi Wang, Yang Song, Dongnan Liu, Heng Huang, Tom Weidong Cai:
Towards Bi-directional Skip Connections in Encoder-Decoder Architectures and Beyond. CoRR abs/2203.05709 (2022) - [i26]Peibo Li, Yixing Yang, Maurice Pagnucco, Yang Song:
Explainability in Graph Neural Networks: An Experimental Survey. CoRR abs/2203.09258 (2022) - [i25]Jiyang Jiang, Dadong Wang, Yang Song, Perminder S. Sachdev, Wei Wen:
Computer-Aided Extraction of Select MRI Markers of Cerebral Small Vessel Disease: A Systematic Review. CoRR abs/2204.01411 (2022) - [i24]Yuqian Chen, Chaoyi Zhang, Tengfei Xue, Yang Song, Nikos Makris, Yogesh Rathi, Tom Weidong Cai, Fan Zhang, Lauren J. O'Donnell:
DFC: Anatomically Informed Fiber Clustering with Self-supervised Deep Learning for Fast and Effective Tractography Parcellation. CoRR abs/2205.00627 (2022) - [i23]Lihuan Li, Maurice Pagnucco, Yang Song:
Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory Prediction. CoRR abs/2206.05712 (2022) - [i22]Yuqian Chen, Fan Zhang, Chaoyi Zhang, Tengfei Xue, Leo R. Zekelman, Jianzhong He, Yang Song, Nikos Makris, Yogesh Rathi, Alexandra J. Golby, Tom Weidong Cai, Lauren J. O'Donnell:
White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning. CoRR abs/2207.02402 (2022) - [i21]Tengfei Xue, Fan Zhang, Chaoyi Zhang, Yuqian Chen, Yang Song, Alexandra J. Golby, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell:
Superficial White Matter Analysis: An Efficient Point-cloud-based Deep Learning Framework with Supervised Contrastive Learning for Consistent Tractography Parcellation across Populations and dMRI Acquisitions. CoRR abs/2207.08975 (2022) - [i20]Wenbin Wang, Yang Song, Sanjay Jha:
AutoLV: Automatic Lecture Video Generator. CoRR abs/2209.08795 (2022) - 2021
- [j31]Dongnan Liu, Donghao Zhang, Yang Song, Heng Huang, Weidong Cai:
Panoptic Feature Fusion Net: A Novel Instance Segmentation Paradigm for Biomedical and Biological Images. IEEE Trans. Image Process. 30: 2045-2059 (2021) - [j30]Chen Gao, Xiangnan He, Dahua Gan, Xiangning Chen, Fuli Feng, Yong Li, Tat-Seng Chua, Lina Yao, Yang Song, Depeng Jin:
Learning to Recommend With Multiple Cascading Behaviors. IEEE Trans. Knowl. Data Eng. 33(6): 2588-2601 (2021) - [j29]Dongnan Liu, Donghao Zhang, Yang Song, Fan Zhang, Lauren O'Donnell, Heng Huang, Mei Chen, Weidong Cai:
PDAM: A Panoptic-Level Feature Alignment Framework for Unsupervised Domain Adaptive Instance Segmentation in Microscopy Images. IEEE Trans. Medical Imaging 40(1): 154-165 (2021) - [c101]Maurice Pagnucco, David Rajaratnam, Raynaldio Limarga, Abhaya Nayak, Yang Song:
Epistemic Reasoning for Machine Ethics with Situation Calculus. AIES 2021: 814-821 - [c100]Junyan Wang, Yang Long, Maurice Pagnucco, Yang Song:
Dynamic Graph Warping Transformer for Video Alignment. BMVC 2021: 289 - [c99]Han Lin, Maurice Pagnucco, Yang Song:
Edge Guided Progressively Generative Image Outpainting. CVPR Workshops 2021: 806-815 - [c98]Chaoyi Zhang, Jianhui Yu, Yang Song, Weidong Cai:
Exploiting Edge-Oriented Reasoning for 3D Point-Based Scene Graph Analysis. CVPR 2021: 9705-9715 - [c97]Yu Liu, Gelareh Mohammadi, Yang Song, Wafa Johal:
Speech-based Gesture Generation for Robots and Embodied Agents: A Scoping Review. HAI 2021: 31-38 - [c96]Tiange Xiang, Chaoyi Zhang, Yang Song, Jianhui Yu, Weidong Cai:
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis. ICCV 2021: 895-904 - [c95]Shek Wai Chu, Chaoyi Zhang, Yang Song, Tom Weidong Cai:
Iterative Subnetwork With Linear Hierarchical Ordering for Human Pose Estimation. ICIP 2021: 514-518 - [c94]Yan Hu, Erik Meijering, Yong Xia, Yang Song:
Deformable Convolution and Semi-supervised Learning in Point Clouds for Aneurysm Classification and Segmentation. ICONIP (6) 2021: 283-290 - [c93]Jianhui Yu, Chaoyi Zhang, Yang Song, Weidong Cai:
ICE-GAN: Identity-Aware and Capsule-Enhanced GAN with Graph-Based Reasoning for Micro-Expression Recognition and Synthesis. IJCNN 2021: 1-8 - [c92]Yuqian Chen, Yang Song, Chaoyi Zhang,