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Si Liu

Video Background Music Generation with Controllable Music Transformer


Nov 16, 2021
Shangzhe Di, Zeren Jiang, Si Liu, Zhaokai Wang, Leyan Zhu, Zexin He, Hongming Liu, Shuicheng Yan

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* Accepted to ACM Multimedia 2021. Project website at https://wzk1015.github.io/cmt/ 
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Improved Pillar with Fine-grained Feature for 3D Object Detection


Oct 12, 2021
Jiahui Fu, Guanghui Ren, Yunpeng Chen, Si Liu

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* 8 pages, 6 figures 
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TransRefer3D: Entity-and-Relation Aware Transformer for Fine-Grained 3D Visual Grounding


Aug 11, 2021
Dailan He, Yusheng Zhao, Junyu Luo, Tianrui Hui, Shaofei Huang, Aixi Zhang, Si Liu

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* ACM MM2021 
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Mining the Benefits of Two-stage and One-stage HOI Detection


Aug 11, 2021
Aixi Zhang, Yue Liao, Si Liu, Miao Lu, Yongliang Wang, Chen Gao, Xiaobo Li

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* Technical Report 
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Discriminative Triad Matching and Reconstruction for Weakly Referring Expression Grounding


Jun 08, 2021
Mingjie Sun, Jimin Xiao, Eng Gee Lim, Si Liu, John Y. Goulermas

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* TPAMI 
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PSGAN++: Robust Detail-Preserving Makeup Transfer and Removal


May 26, 2021
Si Liu, Wentao Jiang, Chen Gao, Ran He, Jiashi Feng, Bo Li, Shuicheng Yan

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* Accepted by TPAMI 2021 
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Human-centric Relation Segmentation: Dataset and Solution


May 25, 2021
Si Liu, Zitian Wang, Yulu Gao, Lejian Ren, Yue Liao, Guanghui Ren, Bo Li, Shuicheng Yan

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* Accepted by TPAMI 2021 
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Cross-Modal Progressive Comprehension for Referring Segmentation


May 15, 2021
Si Liu, Tianrui Hui, Shaofei Huang, Yunchao Wei, Bo Li, Guanbin Li

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* Accepted by TPAMI 2021 
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Collaborative Spatial-Temporal Modeling for Language-Queried Video Actor Segmentation


May 14, 2021
Tianrui Hui, Shaofei Huang, Si Liu, Zihan Ding, Guanbin Li, Wenguan Wang, Jizhong Han, Fei Wang

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* Accepted by CVPR 2021 
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Reformulating HOI Detection as Adaptive Set Prediction


Mar 10, 2021
Mingfei Chen, Yue Liao, Si Liu, Zhiyuan Chen, Fei Wang, Chen Qian

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* Accepted to CVPR 2021 
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Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing


Mar 08, 2021
Tianfei Zhou, Wenguan Wang, Si Liu, Yi Yang, Luc Van Gool

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* CVPR 2021 (Oral). Code: https://github.com/tfzhou/MG-HumanParsing 
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General Instance Distillation for Object Detection


Mar 03, 2021
Xing Dai, Zeren Jiang, Zhao Wu, Yiping Bao, Zhicheng Wang, Si Liu, Erjin Zhou

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* 10 pages (including 2 pages of References), 5 figures, 7 tables. Accepted by CVPR 2021 
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Video Relation Detection with Trajectory-aware Multi-modal Features


Jan 20, 2021
Wentao Xie, Guanghui Ren, Si Liu

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ORDNet: Capturing Omni-Range Dependencies for Scene Parsing


Jan 11, 2021
Shaofei Huang, Si Liu, Tianrui Hui, Jizhong Han, Bo Li, Jiashi Feng, Shuicheng Yan

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* IEEE Transactions on Image Processing, 2020, 29: 8251-8263 
 * Published at TIP 
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Confidence-aware Non-repetitive Multimodal Transformers for TextCaps


Dec 08, 2020
Zhaokai Wang, Renda Bao, Qi Wu, Si Liu

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* 9 pages; Accepted by AAAI 2021 
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Human-centric Spatio-Temporal Video Grounding With Visual Transformers


Nov 10, 2020
Zongheng Tang, Yue Liao, Si Liu, Guanbin Li, Xiaojie Jin, Hongxu Jiang, Qian Yu, Dong Xu

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* 9pages, 5 figures, under review 
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Linguistic Structure Guided Context Modeling for Referring Image Segmentation


Oct 05, 2020
Tianrui Hui, Si Liu, Shaofei Huang, Guanbin Li, Sansi Yu, Faxi Zhang, Jizhong Han

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* Accepted by ECCV 2020. Code is available at https://github.com/spyflying/LSCM-Refseg 
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Referring Image Segmentation via Cross-Modal Progressive Comprehension


Oct 01, 2020
Shaofei Huang, Tianrui Hui, Si Liu, Guanbin Li, Yunchao Wei, Jizhong Han, Luoqi Liu, Bo Li

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* Accepted by CVPR 2020. Code is available at https://github.com/spyflying/CMPC-Refseg 
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Recapture as You Want


Jun 02, 2020
Chen Gao, Si Liu, Ran He, Shuicheng Yan, Bo Li

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* 14 pages 
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Tree-Structured Policy based Progressive Reinforcement Learning for Temporally Language Grounding in Video


Jan 18, 2020
Jie Wu, Guanbin Li, Si Liu, Liang Lin

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* To appear in AAAI2020 
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PPDM: Parallel Point Detection and Matching for Real-time Human-Object Interaction Detection


Dec 30, 2019
Yue Liao, Si Liu, Fei Wang, Yanjie Chen, Jiashi Feng

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* Tech Report 
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Rule-Guided Compositional Representation Learning on Knowledge Graphs


Dec 28, 2019
Guanglin Niu, Yongfei Zhang, Bo Li, Peng Cui, Si Liu, Jingyang Li, Xiaowei Zhang

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* The full version of a paper accepted to AAAI 2020 
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AdversarialNAS: Adversarial Neural Architecture Search for GANs


Dec 04, 2019
Chen Gao, Yunpeng Chen, Si Liu, Zhenxiong Tan, Shuicheng Yan

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RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature Alignment


Oct 28, 2019
Guan'an Wang, Tianzhu Zhang, Jian Cheng, Si Liu, Yang Yang, Zengguang Hou

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* accepted by ICCV'19 
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A Real-Time Cross-modality Correlation Filtering Method for Referring Expression Comprehension


Sep 24, 2019
Yue Liao, Si Liu, Guanbin Li, Fei Wang, Yanjie Chen, Chen Qian, Bo Li

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