By Associate Professor Yang Song

Conference Papers

Wang W; Song Y; Jha S, 2023, 'Generalizable Zero-Shot Speaker Adaptive Speech Synthesis with Disentangled Representations', in Proceedings of the Annual Conference of the International Speech Communication Association Interspeech, pp. 4454 - 4458, http://dx.doi.org/10.21437/Interspeech.2023-368

Huang R; Pagnucco M; Song Y, 2023, 'HyperTraj: Towards Simple and Fast Scene-Compliant Endpoint Conditioned Trajectory Prediction', in IEEE International Conference on Intelligent Robots and Systems, pp. 3208 - 3213, http://dx.doi.org/10.1109/IROS55552.2023.10341647

Wang J; Sun Z; Qian Y; Gong D; Sun X; Lin M; Pagnucco M; Song Y, 2023, 'MAXIMIZING SPATIO-TEMPORAL ENTROPY OF DEEP 3D CNNS FOR EFFICIENT VIDEO RECOGNITION', in 11th International Conference on Learning Representations Iclr 2023

Xie K; Zhong H; Chang J; Pagnucco M; Song Y, 2022, 'D2E2-Net: Double Deep Edge Enhancement for Weakly-Supervised Cell Nuclei Segmentation with Incomplete Point Annotations', Institute of Electrical and Electronics Engineers (IEEE), pp. 1 - 8, presented at 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA), http://dx.doi.org/10.1109/dicta56598.2022.10034599

Huang R; Pagnucco M; Song Y, 2022, 'Analysis of the Over-exposure Problem for Robust Scene Parsing', in 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA), IEEE, pp. 1 - 8, presented at 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 30 November 2022 - 02 December 2022, http://dx.doi.org/10.1109/dicta56598.2022.10034628

Wang J; Qin L; Zhang P; Long Y; Hu B; Pagnucco M; Wang S; Song Y, 2022, 'Towards Unified Multi-Excitation for Unsupervised Video Prediction', in BMVC 2022 - 33rd British Machine Vision Conference Proceedings, London, UK & Online, presented at BMVC 2022 - 33rd British Machine Vision Conference, London, UK & Online, 21 November 2022, https://bmvc2022.mpi-inf.mpg.de/587/

Chu SW; Zhang C; Song Y; Cai W, 2022, 'Channel-Position Self-Attention with Query Refinement Skeleton Graph Neural Network in Human Pose Estimation', in 2022 IEEE International Conference on Image Processing: Proceedings, IEEE, Bordeaux, France, pp. 971 - 975, presented at 2022 IEEE International Conference on Image Processing (ICIP), Bordeaux, France, 16 October 2022, http://dx.doi.org/10.1109/ICIP46576.2022.9897882

Xie K; Yang Y; Pagnucco M; Song Y, 2022, 'Electron Microscope Image Registration Using Laplacian Sharpening Transformer U-Net', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Singapore, pp. 310 - 319, presented at 25th International Conference, Medical Image Computing and Computer Assisted Intervention, MICCAI 2022, Singapore, 18 September 2022 - 22 September 2022, http://dx.doi.org/10.1007/978-3-031-16446-0_30

Fan L; Sowmya A; Meijering E; Song Y, 2022, 'Fast FF-to-FFPE Whole Slide Image Translation via Laplacian Pyramid and Contrastive Learning', in Wang L; Dou Q; Fletcher PT; Speidel S; Li S (eds.), Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, Springer Nature, SINGAPORE, Singapore, pp. 409 - 419, presented at 25th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), SINGAPORE, Singapore, 18 September 2022 - 22 September 2022, http://dx.doi.org/10.1007/978-3-031-16434-7_40

Chen Y; Zhang F; Zhang C; Xue T; Zekelman LR; He J; Song Y; Makris N; Rathi Y; Golby AJ; Cai W; O’Donnell LJ, 2022, 'White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Singapore, pp. 174 - 184, presented at 25th International Conference, Medical Image Computing and Computer Assisted Intervention, MICCAI 2022, Singapore, 18 September 2022 - 22 September 2022, http://dx.doi.org/10.1007/978-3-031-16431-6_17

Li L; Pagnucco M; Song Y, 2022, 'Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory Prediction', in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Institute of Electrical and Electronics Engineers (IEEE), LA, New Orleans, pp. 2221 - 2231, presented at 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), LA, New Orleans, 18 June 2022 - 24 June 2022, http://dx.doi.org/10.1109/CVPR52688.2022.00227

Xue T; Zhang F; Zhang C; Chen Y; Song Y; Makris N; Rathi Y; Cai W; O’Donnell L, 2022, 'An efficient deep learning framework for consistent superficial white matter tractography parcellation', in Proceedings of the International Society for Magnetic Resonance in Medicine ... Scientific Meeting and Exhibition., International Society for Magnetic Resonance in Medicine (ISMRM), presented at Joint Annual Meeting ISMRM-ESMRMB ISMRT 31st Annual Meeting, http://dx.doi.org/10.58530/2022/3302

Chen Y; Zhang C; Song Y; Xue T; Makris N; Rathi Y; Cai W; Zhang F; O'Donnell L, 2022, 'Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Fiber Clustering', in Proceedings of the International Society for Magnetic Resonance in Medicine ... Scientific Meeting and Exhibition., International Society for Magnetic Resonance in Medicine (ISMRM), presented at Joint Annual Meeting ISMRM-ESMRMB ISMRT 31st Annual Meeting, http://dx.doi.org/10.58530/2022/3303

Rana P; Sowmya A; Meijering E; Song Y, 2022, 'Imbalanced Cell-Cycle Classification Using Wgan-Div and Mixup', in Proceedings International Symposium on Biomedical Imaging, Institute of Electrical and Electronics Engineers (IEEE), INDIA, Kolkata, pp. 1 - 4, presented at 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), INDIA, Kolkata, 28 March 2022 - 31 March 2022, http://dx.doi.org/10.1109/ISBI52829.2022.9761488

Xue T; Zhang F; Zhang C; Chen Y; Song Y; Makris N; Rathi Y; Cai W; O'Donnell LJ, 2022, 'Supwma: Consistent and Efficient Tractography Parcellation of Superficial White Matter with Deep Learning', in Proceedings International Symposium on Biomedical Imaging, Institute of Electrical and Electronics Engineers (IEEE), INDIA, Kolkata, pp. 1 - 5, presented at 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), INDIA, Kolkata, 28 March 2022 - 31 March 2022, http://dx.doi.org/10.1109/ISBI52829.2022.9761541

Cong C; Yang Y; Liu S; Pagnucco M; Di Ieva A; Berkovsky S; Song Y, 2022, 'Adaptive Unified Contrastive Learning for Imbalanced Classification', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 348 - 357, http://dx.doi.org/10.1007/978-3-031-21014-3_36

Wang W; Song Y; Jha S, 2022, 'AUTOLV: AUTOMATIC LECTURE VIDEO GENERATOR', in Proceedings International Conference on Image Processing Icip, pp. 1086 - 1090, http://dx.doi.org/10.1109/ICIP46576.2022.9897436

Li P; Yang Y; Pagnucco M; Song Y, 2022, 'CoGNet: Cooperative Graph Neural Networks', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN55064.2022.9892241

Fan L; Ding Y; Fan D; Di D; Pagnucco M; Song Y, 2022, 'GrainSpace: A Large-scale Dataset for Fine-grained and Domain-adaptive Recognition of Cereal Grains', in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 21084 - 21093, http://dx.doi.org/10.1109/CVPR52688.2022.02044

Zhu J; Bolsterlee B; Chow BVY; Song Y; Meijering E, 2022, 'Hybrid Attentive Unet for Segmentation of Lower Leg Muscles and Bones From MRI Scans For Musculoskeletal Research', in Proceedings International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI52829.2022.9761501

Cong C; Yang Y; Liu S; Pagnucco M; Song Y, 2022, 'Imbalanced Histopathology Image Classification Using Deep Feature Graph Attention Network', in Proceedings International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI52829.2022.9761619

Hu Y; Pan Y; Song Y; Meijering E; Cui Z; Zhao Y; Ding Z; Zhu M; Shen D, 2022, 'Parallel Sinogram and Image Framework With Co-Training Strategy for Metal Artifact Reduction in Tooth Ct Images', in Proceedings International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI52829.2022.9761653

Luo S; Heng Z; Pagnucco M; Song Y, 2022, 'Two-Stage Topological Refinement Network for Retinal Artery/Vein Classification', in Proceedings International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI52829.2022.9761669

Wang J; Long Y; Pagnucco M; Song Y, 2021, 'Dynamic Graph Warping Transformer for Video Alignment', in 32nd British Machine Vision Conference, BMVC 2021, Virtual, presented at 32nd British Machine Vision Conference, BMVC 2021, Virtual, 22 November 2021, https://www.bmvc2021-virtualconference.com/conference/papers/paper_0993.html

Liu Y; Mohammadi G; Song Y; Johal W, 2021, 'Speech-based Gesture Generation for Robots and Embodied Agents: A ScopingReview', Japan, presented at Human-Agent Interaction, Japan, 09 November 2021

Bai Y; Wang J; Long Y; Hu B; Song Y; Pagnucco M; Guan Y, 2021, 'Discriminative Latent Semantic Graph for Video Captioning', in Mm 2021 Proceedings of the 29th ACM International Conference on Multimedia, pp. 3556 - 3564, http://dx.doi.org/10.1145/3474085.3475519

Xiang T; Zhang C; Song Y; Yu J; Cai W, 2021, 'Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis', in Proceedings of the IEEE International Conference on Computer Vision, Institute of Electrical and Electronics Engineers (IEEE), ELECTR NETWORK, pp. 895 - 904, presented at 2021 IEEE/CVF International Conference on Computer Vision (ICCV), ELECTR NETWORK, 11 October 2021 - 17 October 2021, http://dx.doi.org/10.1109/ICCV48922.2021.00095

Fan L; Sowmya A; Meijering E; Song Y, 2021, 'Learning Visual Features by Colorization for Slide-Consistent Survival Prediction from Whole Slide Images', in DeBruijne M; Cattin PC; Cotin S; Padoy N; Speidel S; Zheng Y; Essert C (eds.), Lecture Notes in Computer Science, Springer Nature, ELECTR NETWORK, pp. 592 - 601, presented at International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), ELECTR NETWORK, 27 September 2021 - 01 October 2021, http://dx.doi.org/10.1007/978-3-030-87237-3_57

Pagnucco M; Rajaratnam D; Limarga R; Nayak A; Song Y, 2021, 'Epistemic Reasoning for Machine Ethics with Situation Calculus', in Aies 2021 Proceedings of the 2021 Aaai ACM Conference on AI Ethics and Society, pp. 814 - 821, http://dx.doi.org/10.1145/3461702.3462586

Yu J; Zhang C; Song Y; Cai W, 2021, 'ICE-GAN: Identity-Aware and Capsule-Enhanced GAN with Graph-Based Reasoning for Micro-Expression Recognition and Synthesis', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN52387.2021.9533988

Zhang C; Yu J; Song Y; Cai W, 2021, 'Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph Analysis', in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Institute of Electrical and Electronics Engineers (IEEE), ELECTR NETWORK, pp. 9700 - 9710, presented at 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), ELECTR NETWORK, 19 June 2021 - 25 June 2021, http://dx.doi.org/10.1109/CVPR46437.2021.00958

Lin H; Pagnucco M; Song Y, 2021, 'Edge guided progressively generative image outpainting', in IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, pp. 806 - 815, http://dx.doi.org/10.1109/CVPRW53098.2021.00090

Chen Y; Song Y; Zhang C; Zhang F; O'Donnell L; Chrzanowski W; Cai W, 2021, 'Celltrack R-CNN: A novel end-to-end deep neural network for cell segmentation and tracking in microscopy images', in Proceedings International Symposium on Biomedical Imaging, Institute of Electrical and Electronics Engineers (IEEE), FRANCE, Nice, pp. 779 - 782, presented at 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), FRANCE, Nice, 13 April 2021 - 16 April 2021, http://dx.doi.org/10.1109/ISBI48211.2021.9434057

Rana P; Meijering E; Sowmya A; Song Y, 2021, 'Multi-label classification based on subcellular region-guided feature description for protein localisation', in Proceedings International Symposium on Biomedical Imaging, Institute of Electrical and Electronics Engineers (IEEE), FRANCE, Nice, pp. 1929 - 1933, presented at 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), FRANCE, Nice, 13 April 2021 - 16 April 2021, http://dx.doi.org/10.1109/ISBI48211.2021.9434145

Cong C; Liu S; Ieva AD; Pagnucco M; Berkovsky S; Song Y, 2021, 'Texture enhanced generative adversarial network for stain normalisation in histopathology images', in Proceedings International Symposium on Biomedical Imaging, Institute of Electrical and Electronics Engineers (IEEE), FRANCE, Nice, pp. 1949 - 1952, presented at 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), FRANCE, Nice, 13 April 2021 - 16 April 2021, http://dx.doi.org/10.1109/ISBI48211.2021.9433860

Wang H; Song Y; Zhang C; Yu J; Liu S; Pengy H; Cai W, 2021, 'Single neuron segmentation using graph-based global reasoning with auxiliary skeleton loss from 3D optical microscope images', in Proceedings International Symposium on Biomedical Imaging, pp. 934 - 938, http://dx.doi.org/10.1109/ISBI48211.2021.9434071

Chu SW; Zhang C; Song Y; Cai W, 2021, 'ITERATIVE SUBNETWORK WITH LINEAR HIERARCHICAL ORDERING FOR HUMAN POSE ESTIMATION', in Proceedings International Conference on Image Processing Icip, pp. 514 - 518, http://dx.doi.org/10.1109/ICIP42928.2021.9506319

Cong C; Yang Z; Song Y; Pagnucco M, 2020, 'Towards Enforcing Social Distancing Regulations with Occlusion-Aware Crowd Detection', in 16th IEEE International Conference on Control Automation Robotics and Vision Icarcv 2020, pp. 297 - 302, http://dx.doi.org/10.1109/ICARCV50220.2020.9305507

Huang R; Song Y; Pagnucco M, 2020, 'An Improved Discriminator for GAN-Based Trajectory Prediction Models', in 2020 Digital Image Computing Techniques and Applications Dicta 2020, http://dx.doi.org/10.1109/DICTA51227.2020.9363414

Dodballapur V; Song Y; Huang H; Chen M; Chrzanowski W; Cai W, 2020, 'Dual-Stage Domain Adaptive Mitosis Detection for Histopathology Images', in 2020 Digital Image Computing Techniques and Applications Dicta 2020, http://dx.doi.org/10.1109/DICTA51227.2020.9363411

Tang Z; Zhang D; Song Y; Wang H; Liu D; Zhang C; Liu S; Peng H; Cai W, 2020, '3D Conditional Adversarial Learning for Synthesizing Microscopic Neuron Image Using Skeleton-to-Neuron Translation', in Proceedings International Symposium on Biomedical Imaging, pp. 1775 - 1779, http://dx.doi.org/10.1109/ISBI45749.2020.9098345

Dodballapur V; Calisa R; Song Y; Cai W, 2020, 'Automatic Dropout for Deep Neural Networks', in Lecture Notes in Computer Science, pp. 185 - 196, http://dx.doi.org/10.1007/978-3-030-63836-8_16

Xiang T; Zhang C; Liu D; Song Y; Huang H; Cai W, 2020, 'Bio-net: Learning recurrent bi-directional connections for encoder-decoder architecture', in Lecture Notes in Computer Science, pp. 74 - 84, http://dx.doi.org/10.1007/978-3-030-59710-8_8

Limarga R; Pagnucco M; Song Y; Nayak A, 2020, 'Non-monotonic Reasoning for Machine Ethics with Situation Calculus', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 203 - 215, http://dx.doi.org/10.1007/978-3-030-64984-5_16

Zhang C; Song Y; Yao L; Cai W, 2020, 'Shape-oriented convolution neural network for point cloud analysis', in Aaai 2020 34th Aaai Conference on Artificial Intelligence, pp. 12773 - 12780

Liu D; Zhang D; Song Y; Zhang F; O’Donnell L; Huang H; Chen M; Cai W, 2020, 'Unsupervised instance segmentation in microscopy images via panoptic domain adaptation and task re-weighting', in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 4242 - 4251, http://dx.doi.org/10.1109/CVPR42600.2020.00430

Zhang D; Song Y; Liu D; Zhang C; Wu Y; Wang H; Zhang F; Xia Y; O’Donnell LJ; Cai W, 2019, 'Efficient 3D Depthwise and Separable Convolutions with Dilation for Brain Tumor Segmentation', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Adelaide, SA, Australia, pp. 563 - 573, presented at AI 2019 Advances in Artificial Intelligence, Adelaide, SA, Australia, 02 December 2019, http://dx.doi.org/10.1007/978-3-030-35288-2_45

Ke J; Deng J; Lu Y; Wang D; Song Y; Zhang H, 2019, 'Assessment and Elimination of Inflammatory Cell: A Machine Learning Approach in Digital Cytology', in 2019 Digital Image Computing Techniques and Applications Dicta 2019, Institute of Electrical and Electronics Engineers (IEEE), AUSTRALIA, Perth, pp. 1 - 8, presented at 2019 Digital Image Computing: Techniques and Applications (DICTA), AUSTRALIA, Perth, 02 December 2019 - 04 December 2019, http://dx.doi.org/10.1109/DICTA47822.2019.8946065

Wu Y; Xia Y; Song Y; Zhang D; Liu D; Zhang C; Cai W, 2019, 'Vessel-Net: Retinal vessel segmentation under multi-path supervision', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Shenzhen, China, pp. 264 - 272, presented at MICCAI 2019 - 22nd international conference, Shenzhen, China, October 13-17, 2019, Shenzhen, China, 13 October 2019 - 17 October 2019, http://dx.doi.org/10.1007/978-3-030-32239-7_30

Jia H; Song Y; Huang H; Cai W; Xia Y, 2019, 'HD-Net: Hybrid Discriminative Network for Prostate Segmentation in MR Images', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Shenzhen, China, pp. 110 - 118, presented at International Conference on Medical Image Computing and Computer-Assisted Intervention MICCAI 2019, Shenzhen, China, 13 October 2019, http://dx.doi.org/10.1007/978-3-030-32245-8_13

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