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Associating Objects with Transformers for Video Object Segmentation


Jun 22, 2021
Zongxin Yang, Yunchao Wei, Yi Yang

* 18 pages, 9 figures, 5 tables 

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ReGO: Reference-Guided Outpainting for Scenery Image


Jun 20, 2021
Yaxiong Wang, Yunchao Wei, Xueming Qian, Li Zhu, Yi Yang

* Image outpainting, 13 pages 

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Graph-based Joint Pandemic Concern and Relation Extraction on Twitter


Jun 18, 2021
Jingli Shi, Weihua Li, Sira Yongchareon, Yi Yang, Quan Bai


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CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes


Jun 04, 2021
James Mullenbach, Yada Pruksachatkun, Sean Adler, Jennifer Seale, Jordan Swartz, T. Greg McKelvey, Hui Dai, Yi Yang, David Sontag

* ACL 2021 

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Few-Shot Segmentation via Cycle-Consistent Transformer


Jun 04, 2021
Gengwei Zhang, Guoliang Kang, Yunchao Wei, Yi Yang


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Less is More: Sparse Sampling for Dense Reaction Predictions


Jun 03, 2021
Kezhou Lin, Xiaohan Wang, Zhedong Zheng, Linchao Zhu, Yi Yang

* Code is available at: https://github.com/HenryLittle/EEV-Challenge-2021 

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Rethinking Cross-modal Interaction from a Top-down Perspective for Referring Video Object Segmentation


Jun 02, 2021
Chen Liang, Yu Wu, Tianfei Zhou, Wenguan Wang, Zongxin Yang, Yunchao Wei, Yi Yang


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Prior-Enhanced Few-Shot Segmentation with Meta-Prototypes


Jun 01, 2021
Jian-Wei Zhang, Lei Lv, Yawei Luo, Hao-Zhe Feng, Yi Yang, Wei Chen


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Divide and Rule: Recurrent Partitioned Network for Dynamic Processes


Jun 01, 2021
Qianyu Feng, Bang Zhang, Yi Yang

* arXiv admin note: text overlap with arXiv:2007.15240, arXiv:2007.00631 by other authors 

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VidFace: A Full-Transformer Solver for Video FaceHallucination with Unaligned Tiny Snapshots


May 31, 2021
Yuan Gan, Yawei Luo, Xin Yu, Bang Zhang, Yi Yang


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Connecting Language and Vision for Natural Language-Based Vehicle Retrieval


May 31, 2021
Shuai Bai, Zhedong Zheng, Xiaohan Wang, Junyang Lin, Zhu Zhang, Chang Zhou, Yi Yang, Hongxia Yang

* CVPR 2021 AI CITY CHALLENGE Natural Language-Based Vehicle Retrieval Top 1 

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OR-Net: Pointwise Relational Inference for Data Completion under Partial Observation


May 05, 2021
Qianyu Feng, Linchao Zhu, Bang Zhang, Pan Pan, Yi Yang


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Faster Meta Update Strategy for Noise-Robust Deep Learning


Apr 30, 2021
Youjiang Xu, Linchao Zhu, Lu Jiang, Yi Yang

* Accepted to CVPR 2021 

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Improving Weakly-supervised Object Localization via Causal Intervention


Apr 21, 2021
Feifei Shao, Yawei Luo, Li Zhang, Lu Ye, Siliang Tang, Yi Yang, Jun Xiao

* 11 pages, 5 figures 

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T2VLAD: Global-Local Sequence Alignment for Text-Video Retrieval


Apr 20, 2021
Xiaohan Wang, Linchao Zhu, Yi Yang

* Accepted to CVPR 2021 

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DSC-PoseNet: Learning 6DoF Object Pose Estimation via Dual-scale Consistency


Apr 08, 2021
Zongxin Yang, Xin Yu, Yi Yang

* CVPR 2021 

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Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems


Apr 01, 2021
Derek Chen, Howard Chen, Yi Yang, Alex Lin, Zhou Yu

* 16 pages, 5 figures. Accepted at NAACL 2021 

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Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation


Mar 29, 2021
Zhedong Zheng, Yi Yang


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ClawCraneNet: Leveraging Object-level Relation for Text-based Video Segmentation


Mar 19, 2021
Chen Liang, Yu Wu, Yawei Luo, Yi Yang


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Decoupled Spatial Temporal Graphs for Generic Visual Grounding


Mar 18, 2021
Qianyu Feng, Yunchao Wei, Mingming Cheng, Yi Yang


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Look, Cast and Mold: Learning 3D Shape Manifold from Single-view Synthetic Data


Mar 18, 2021
Qianyu Feng, Yawei Luo, Keyang Luo, Yi Yang


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Super-Resolving Cross-Domain Face Miniatures by Peeking at One-Shot Exemplar


Mar 16, 2021
Peike Li, Xin Yu, Yi Yang


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RL-CSDia: Representation Learning of Computer Science Diagrams


Mar 10, 2021
Shaowei Wang, LingLing Zhang, Xuan Luo, Yi Yang, Xin Hu, Jun Liu


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Look, Evolve and Mold: Learning 3D Shape Manifold via Single-view Synthetic Data


Mar 08, 2021
Qianyu Feng, Yawei Luo, Keyang Luo, Yi Yang


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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

* CVPR 2021 (Oral). Code: https://github.com/tfzhou/MG-HumanParsing 

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Universal-Prototype Augmentation for Few-Shot Object Detection


Mar 01, 2021
Aming Wu, Yahong Han, Linchao Zhu, Yi Yang, Cheng Deng


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Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person Search


Feb 22, 2021
Chuchu Han, Zhedong Zheng, Changxin Gao, Nong Sang, Yi Yang

* 8 pages, 6 figures. Accepted by AAAI 2021 

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Learning Audio-Visual Correlations from Variational Cross-Modal Generation


Feb 14, 2021
Ye Zhu, Yu Wu, Hugo Latapie, Yi Yang, Yan Yan

* Accepted to ICASSP 2021 

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