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Collaborative Intelligence Orchestration: Inconsistency-Based Fusion of Semi-Supervised Learning and Active Learning



Jiannan Guo , Yangyang Kang , Yu Duan , Xiaozhong Liu , Siliang Tang , Wenqiao Zhang , Kun Kuang , Changlong Sun , Fei Wu

* Accepted to KDD 2022 

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DeVRF: Fast Deformable Voxel Radiance Fields for Dynamic Scenes



Jia-Wei Liu , Yan-Pei Cao , Weijia Mao , Wenqiao Zhang , David Junhao Zhang , Jussi Keppo , Ying Shan , Xiaohu Qie , Mike Zheng Shou

* Project page: https://jia-wei-liu.github.io/DeVRF/ 

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BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation



Wenqiao Zhang , Lei Zhu , James Hallinan , Andrew Makmur , Shengyu Zhang , Qingpeng Cai , Beng Chin Ooi

* CVPR 2022 
* 11 pages 

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End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding



Mengze Li , Tianbao Wang , Haoyu Zhang , Shengyu Zhang , Zhou Zhao , Jiaxu Miao , Wenqiao Zhang , Wenming Tan , Jin Wang , Peng Wang , Shiliang Pu , Fei Wu


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MAGIC: Multimodal relAtional Graph adversarIal inferenCe for Diverse and Unpaired Text-based Image Captioning



Wenqiao Zhang , Haochen Shi , Jiannan Guo , Shengyu Zhang , Qingpeng Cai , Juncheng Li , Sihui Luo , Yueting Zhuang


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Consensus Graph Representation Learning for Better Grounded Image Captioning



Wenqiao Zhang , Haochen Shi , Siliang Tang , Jun Xiao , Qiang Yu , Yueting Zhuang

* 9 pages, 5 figures, AAAI 2021 

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Relational Graph Learning for Grounded Video Description Generation



Wenqiao Zhang , Xin Eric Wang , Siliang Tang , Haizhou Shi , Haocheng Shi , Jun Xiao , Yueting Zhuang , William Yang Wang

* 10 pages, 5 figures, ACM MM 2020 

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