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Shanshan Zhao Greetings! I am Shanshan Zhao (Chinese: 赵杉杉). I obtained my PhD degree at The University of Sydney (USYD, from July 2018), under the supervision of Prof. Dacheng Tao and co-supervision of A/Prof. Mingming Gong. Before that, I received my master's degree from College of Computer Science and Technology, Zhejiang University in 2017 (supervised by Prof. Xi Li), and bachelor's degree in Network Engineering (Outstanding Engineer Plan) from Xidian University in 2014. I ever worked as a Researcher in JD Explore Academy, and I also ever worked in HUAWEI (Hangzhou) Research Institute. |
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ResearchI'm interested in: computer vision (2D image understanding), deep learning (domain adaptation/generalization), 3D vision (point cloud, depth), and AIGC (text-to-image, diffusion model). Currently, I mainly focus on 3D vision perception/understanding and controllable text-to-image generation/editing.
Below are some of my reserach papers. Full paper list can be found in my Google Scholar page.
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Local-consistent Transformation Learning for Rotation-invariant Point Cloud Analysis
Yiyang Chen †, Lunhao Duan †, Shanshan Zhao ‡, Changxing Ding ‡, Dacheng Tao IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR, 2024 |
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UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather
Haimei Zhao, Jing Zhang, Zhuo Chen, Shanshan Zhao, Dacheng Tao IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR, 2024 |
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SimDistill: Simulated Multi-modal Distillation for BEV 3D Object Detection
Haimei Zhao, Qiming Zhang, Shanshan Zhao, Zhe Chen, Jing Zhang, Dacheng Tao AAAI Conference on Artificial Intelligence, AAAI, 2024 |
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ConDaFormer: Disassembled Transformer with Local Structure Enhancement for 3D Point Cloud Understanding
Lunhao Duan*†, Shanshan Zhao*, Nan Xue, Mingming Gong, Guisong Xia, Dacheng Tao Advances in Neural Information Processing Systems, Neurips, 2023 |
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All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation
Liyao Tang, Zhe Chen, Shanshan Zhao, Chaoyue Wang, Dacheng Tao Advances in Neural Information Processing Systems, Neurips, 2023 |
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Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic Segmentation
Zongyi Xu*, Bo Yuan*, Shanshan Zhao*, Qianni Zhang, Xinbo Gao IEEE/CVF International Conference in Computer Vision, ICCV, 2023 |
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Cross-modal & Cross-domain Learning for Unsupervised LiDAR Semantic Segmentation
Yiyang Chen †, Shanshan Zhao ‡, Changxing Ding ‡, Liyao Tang, Chaoyue Wang, Dacheng Tao ACM International Conference on Multimedia, ACM MM, 2023 |
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Deep Corner
Shanshan Zhao, Mingming Gong, Haimei Zhao, Jing Zhang, Dacheng Tao International Journal of Computer Vision, IJCV, 2023 |
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DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting
Maoyuan Ye*, Jing Zhang*, Shanshan Zhao, Juhua Liu, Tongliang Liu, Bo Du, Dacheng Tao IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR, 2023 |
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MeshMAE: Masked Autoencoders for 3D Mesh Data Analysis
Yaqian Liang †, Shanshan Zhao, Baosheng Yu, Jing Zhang, Fazhi He European Conference on Computer Vision, ECCV, 2022 |
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Iterative Geometry-Aware Cross Guidance Network for Stereo Image Inpainting
Ang Li, Shanshan Zhao, Qingjie Zhang, Qiuhong Ke International Joint Conference on Artificial Intelligence, IJCAI, 2022 |
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Adaptive context-aware multi-modal network for depth completion
Shanshan Zhao, Mingming Gong, Huan Fu, Dacheng Tao IEEE Transactions on Image Processing, TIP, 2021 |
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Domain Generalization via Entropy Regularization
Shanshan Zhao, Mingming Gong, Tongliang Liu, Huan Fu, Dacheng Tao Advances in Neural Information Processing Systems, Neurips, 2020 |
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Short-Term and Long-Term Context Aggregation Network for Video Inpainting
Ang Li, Shanshan Zhao, Xingjun Ma, Mingming Gong, Jianzhong Qi, Rui Zhang, Dacheng Tao, Ramamohanarao Kotagiri European Conference on Computer Vision, ECCV, 2020 (Spotlight, 5%) |
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End-to-End Video Saliency Detection via A Deep Contextual Spatiotemporal Network
Lina Wei, Shanshan Zhao, Omar El Farouk Bourahla, Xi Li, Fei Wu, Yueting Zhuang, Junwei Han, Mingliang Xu IEEE Transactions on Neural Networks and Learning Systems, TNNLS, 2020 |
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Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation
Shanshan Zhao, Huan Fu, Mingming Gong, Dacheng Tao IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR, 2019 |
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Deep Group-wise Fully Convolutional Network for Co-saliency Detection with Graph Propagation
Lina Wei, Shanshan Zhao, Omar El Farouk Bourahla, Xi Li, Fei Wu, Yueting Zhuang IEEE Transactions on Image Processing, TIP, 2019 |
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Group-wise Deep Co-saliency Detection
Lina Wei, Shanshan Zhao, Omar El Farouk Bourahla, Xi Li, Fei Wu International Joint Conference on Artificial Intelligence, IJCAI, 2017 |
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Deep Optical Flow Estimation Via Multi-Scale Correspondence Structure Learning
Shanshan Zhao, Xi Li, Omar El Farouk Bourahla International Joint Conference on Artificial Intelligence, IJCAI, 2017 |
Professional ServicesPC Member of IEEE Conference on Computer Vision and Pattern Recognition, CVPRPC Member of IEEE International Conference in Computer Vision, ICCV PC Member of European Conference on Computer Vision, ECCV PC Member of Advances in Neural Information Processing Systems, Neurips PC Member of International Conference on Machine Learning, ICML PC Member of International Conference on Learning Representations, ICLR PC Member of AAAI Conference on Artificial Intelligence, AAAI PC Member of International Conference on Robotics and Automation, ICRA PC Member of International Joint Conference on Artificial Intelligence, IJCAI PC Member of Conference on Uncertainty in Artificial Intelligence, UAI Invited Reviewer for International Journal of Computer Vision, IJCV Invited Reviewer for IEEE Transactions on Pattern Analysis and Machine Intelligence, TPAMI Invited Reviewer for IEEE Transactions on Image Processing, TIP Invited Reviewer for IEEE Transactions on Knowledge and Data Engineering, TKDE Invited Reviewer for IEEE Transactions on Multimedia, TMM Invited Reviewer for IEEE Transactions on Circuits and Systems for Video Technology, TCSVT Invited Reviewer for Neurocomputing Invited Reviewer for Multimedia Systems Invited Reviewer for IEEE Signal Processing Letters, SPL Invited Reviewer for ACM Computing Surveys |