Publications

Yinan He, Gengshi Huang, Siyu Chen, Jianing Teng, Wang Kun, Zhenfei Yin, Lu Sheng, Ziwei Liu, Yu Qiao, Jing Shao (2022). X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation. European Conference on Computer Vision (ECCV).

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Chenjian Gao, Qian Yu, Lu Sheng, Yi-Zhe Song, Dong Xu (2022). SketchSampler: Sketch-based 3D Reconstruction via View-dependent Depth Sampling. European Conference on Computer Vision (ECCV).

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Ziming Wang, Xiaoliang Huo, Zhenghao Chen, Jing Zhang, Lu Sheng, Dong Xu (2022). Improving RGB-D Point Cloud Registration by Learning Multi-scale Local Linear Transformation. European Conference on Computer Vision (ECCV).

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Daigang Cai, Lichen Zhao, Jing Zhang, Lu Sheng, Dong Xu (2022). 3DJCG: A Unified Framework for Joint Dense Captioning and Visual Grounding on 3D Point Clouds. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Oral Presentation.

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Buyu Li, Yongchi Zhao, Zhelun Shi, Lu Sheng (2022). DanceFormer: Music Conditioned 3D Dance Generation with Parametric Motion Transformer. AAAI Conference on Artificial Intelligence (AAAI).

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Kaisiyuan Wang,, Lu Sheng, Shuhang Gu,, Dong Xu (2022). VPU: A Video-Based Point Cloud Upsampling Framework. IEEE Transactions on Image Processing (IEEE T-IP).

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Guanze Liu, Yu Rong, Lu Sheng (2021). VoteHMR: Occlusion-Aware Voting Network for Robust 3D Human Mesh Recovery from Partial Point Clouds. ACM International Conference on Multimedia (ACM MM), Oral Presentation.

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Xiaolei Wu, Zhihao Hu, Lu Sheng, Dong Xu (2021). StyleFormer: Real-time Arbitrary Style Transfer via Parametric Style Composition. IEEE/CVF International Conference on Computer Vision (ICCV).

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Lichen Zhao, Daigang Cai, Lu Sheng, Dong Xu (2021). 3DVG-Transformer: Relation Modeling for Visual Grounding on Point Clouds. IEEE/CVF International Conference on Computer Vision (ICCV).

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Kaisiyuan Wang,, Lu Sheng, Shuhang Gu,, Dong Xu (2021). Sequential Point Cloud Upsampling by Exploiting Multi-Scale Temporal Dependency. IEEE Transactions on Circuits and Systems for Video Technology (IEEE T-CSVT).

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Lichen Zhao, Jinyang Guo,, Dong Xu, Lu Sheng (2021). Transformer3D-Det: Improving 3D Object Detection by Vote Refinement. IEEE Transactions on Circuits and Systems for Video Technology (IEEE T-CSVT).

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Yinan He, Bei Gan, Siyu Chen, Yichun Zhou, Guojun Yin, Luchuan Song, Lu Sheng, Jing Shao, Ziwei Liu (2021). ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Oral Presentation.

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Bowen Cheng, Lu Sheng, Shaoshuai Shi, Ming Yang, Dong Xu (2021). Back-tracing Representative Points for Voting-based 3D Object Detection in Point Clouds. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

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Rui Su, Dong Xu, Lu Sheng, Wanli Ouyang (2021). PCG-TAL: Progressive Cross-Granularity Cooperation for Temporal Action Localization. IEEE Transactions on Image Processing (IEEE T-IP).

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Chi Ho Cheung, Lu Sheng, King Ngi Ngan (2021). Motion Compensated Virtual View Synthesis Using Novel Particle Cell. IEEE Transactions on Multimedia (IEEE T-MM).

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Yandan Yang, Lu Sheng, Xiaolong Jiang, Haochen Wang, Dong Xu, Xianbin Cao (2021). IncreACO: Incrementally Learned Automatic Check-out with Photorealistic Exemplar Augmentation. IEEE Winter Conference on Applications of Computer Vision (WACV).

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Lu Sheng, Junting Pan, Jiaming Guo, Jing Shao, Chen Change Loy (2020). High-Quality Video Generation from Static Structural Annotations. International Journal of Computer Vision (IJCV).

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Yuyang Qian, Guojun Yin, Lu Sheng, Zixuan Chen, Jing Shao (2020). Thinking in Frequency: Face Forgery Detection by Mining Frequency-Aware Clues. European Conference on Computer Vision (ECCV).

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Ronghao Guo, Chen Lin, Chuming Li, Keyu Tian, Ming Sun, Lu Sheng, Junjie Yan (2020). Powering One-Shot Topological NAS with Stabilized Share-Parameter Proxy. European Conference on Computer Vision (ECCV).

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Minghua Liu, Lu Sheng, Sheng Yang, Jing Shao, Shi-Min Hu (2020). Morphing and Sampling Network for Dense Point Cloud Completion. AAAI Conference on Artificial Intelligence (AAAI).

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Lu Sheng, Dan Xu, Wanli Ouyang, Xiaogang Wang (2019). Unsupervised Collaborative Learning of Keyframe Detection and Visual Odometry Towards Monocular Deep SLAM. IEEE/CVF International Conference on Computer Vision (ICCV).

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Chufeng Tang, Lu Sheng, Zhao-Xiang Zhang, Xiaolin Hu (2019). Improving Pedestrian Attribute Recognition With Weakly-Supervised Multi-Scale Attribute-Specific Localization. IEEE/CVF International Conference on Computer Vision (ICCV).

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Zihao Wang, Xihui Liu, Hongsheng Li, Lu Sheng, Junjie Yan, Xiaogang Wang, Jing Shao (2019). CAMP: Cross-Modal Adaptive Message Passing for Text-Image Retrieval. IEEE/CVF International Conference on Computer Vision (ICCV).

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Bowen Dong, Lu Sheng (2019). Bags of tricks for learning depth and camera motion from monocular videos. Virtual Reality & Intelligent Hardware (VRIH).

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Fanzi Wu, Songnan Li, Tianhao Zhao, King Ngi Ngan, Lu Sheng (2019). Cascaded regression using landmark displacement for 3D face reconstruction. Pattern Recognition Letters (PRL).

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Junting Pan, Chengyu Wang, Xu Jia, Jing Shao, Lu Sheng, Junjie Yan, Xiaogang Wang (2019). Video Generation From Single Semantic Label Map. 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

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Guojun Yin, Bin Liu, Lu Sheng, Nenghai Yu, Xiaogang Wang, Jing Shao (2019). Semantics Disentangling for Text-To-Image Generation. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Oral Presentation.

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Buyu Li, Wanli Ouyang, Lu Sheng, Xingyu Zeng, Xiaogang Wang (2019). GS3D: An Efficient 3D Object Detection Framework for Autonomous Driving. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

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Guojun Yin, Lu Sheng, Bin Liu, Nenghai Yu, Xiaogang Wang, Jing Shao (2019). Context and Attribute Grounded Dense Captioning. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

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Lu Sheng, Jianfei Cai, Tat-Jen Cham, Vladimir Pavlovic, King Ngi Ngan (2019). Visibility Constrained Generative Model for Depth-Based 3D Facial Pose Tracking. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE T-PAMI).

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Yongcheng Liu, Lu Sheng, Jing Shao, Junjie Yan, Shiming Xiang, Chunhong Pan (2018). Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised Detection. ACM international conference on Multimedia (ACM MM).

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Guojun Yin, Lu Sheng, Bin Liu, Nenghai Yu, Xiaogang Wang, Jing Shao, Chen Change Loy (2018). Zoom-Net: Mining Deep Feature Interactions for Visual Relationship Recognition. European Conference on Computer Vision (ECCV).

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Chi Ho Cheung, King Ngi Ngan, Lu Sheng (2018). Spatio-Temporal Disocclusion Filling Using Novel Sprite Cells. IEEE Transactions on Multimedia (IEEE T-MM).

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Shuyang Sun, Zhanghui Kuang, Lu Sheng, Wanli Ouyang, Wei Zhang (2018). Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

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Yu Liu, Fangyin Wei, Jing Shao, Lu Sheng, Junjie Yan, Xiaogang Wang (2018). Exploring Disentangled Feature Representation Beyond Face Identification. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

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Lu Sheng, Ziyi Lin, Jing Shao, Xiaogang Wang (2018). Avatar-Net: Multi-scale Zero-Shot Style Transfer by Feature Decoration. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

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Xihui Liu, Haiyu Zhao, Maoqing Tian, Lu Sheng, Jing Shao, Shuai Yi, Junjie Yan, Xiaogang Wang (2017). HydraPlus-Net: Attentive Deep Features for Pedestrian Analysis. IEEE International Conference on Computer Vision (ICCV).

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Lu Sheng, Jianfei Cai, Tat-Jen Cham, Vladimir Pavlovic, King Ngi Ngan (2017). A Generative Model for Depth-Based Robust 3D Facial Pose Tracking. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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Songnan Li, King Ngi Ngan, Raveendran Paramesran, Lu Sheng (2016). Real-Time Head Pose Tracking with Online Face Template Reconstruction. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE T-PAMI).

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Lu Sheng, King Ngi Ngan, Chern-Loon Lim, Songnan Li (2015). Online Temporally Consistent Indoor Depth Video Enhancement via Static Structure. IEEE Transactions on Image Processing (IEEE T-IP).

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Chi Ho Cheung, Lu Sheng, King Ngi Ngan (2015). A disocclusion filling method using multiple sprites with depth for virtual view synthesis. IEEE International Conference on Multimedia & Expo Workshops (ICMEW).

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Lu Sheng, King Ngi Ngan, Tak-Wai Hui (2015). Accelerating the Distribution Estimation for the Weighted Median/Mode Filters. Asian Conference on Computer Vision (ACCV).

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Lu Sheng, King Ngi Ngan, Songnan Li (2014). Temporal depth video enhancement based on intrinsic static structure. IEEE International Conference on Image Processing (ICIP), Oral Presentation.

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Songnan Li, King Ngi Ngan, Lu Sheng (2014). Screen-camera calibration using a thread. IEEE International Conference on Image Processing (ICIP).

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Lu Sheng, King Ngi Ngan (2013). Depth enhancement based on hybrid geometric hole filling strategy. IEEE International Conference on Image Processing (ICIP).

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Songnan Li, King Ngi Ngan, Lu Sheng (2013). A Head Pose Tracking System Using RGB-D Camera. International Conference on Computer Vision Systems (ICVS).

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