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Explore before Moving: A Feasible Path Estimation and Memory Recalling Framework for Embodied Navigation


Oct 16, 2021
Yang Wu, Shirui Feng, Guanbin Li, Liang Lin


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Road Network Guided Fine-Grained Urban Traffic Flow Inference


Sep 29, 2021
Lingbo Liu, Mengmeng Liu, Guanbin Li, Ziyi Wu, Liang Lin


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Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for Open-Set Semi-Supervised Learning


Aug 12, 2021
Junkai Huang, Chaowei Fang, Weikai Chen, Zhenhua Chai, Xiaolin Wei, Pengxu Wei, Liang Lin, Guanbin Li

* Accepted by ICCV2021 

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Towards Interpretable Deep Networks for Monocular Depth Estimation


Aug 11, 2021
Zunzhi You, Yi-Hsuan Tsai, Wei-Chen Chiu, Guanbin Li

* Accepted by ICCV2021 

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Weakly-Supervised Spatio-Temporal Anomaly Detection in Surveillance Video


Aug 09, 2021
Jie Wu, Wei Zhang, Guanbin Li, Wenhao Wu, Xiao Tan, Yingying Li, Errui Ding, Liang Lin

* accepted by IJCAI2021 

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Colorectal Polyp Classification from White-light Colonoscopy Images via Domain Alignment


Aug 05, 2021
Qin Wang, Hui Che, Weizhen Ding, Li Xiang, Guanbin Li, Zhen Li, Shuguang Cui

* Accepted in MICCAI-21 

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Online Metro Origin-Destination Prediction via Heterogeneous Information Aggregation


Aug 02, 2021
Lingbo Liu, Yuying Zhu, Guanbin Li, Ziyi Wu, Lei Bai Liang Lin


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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

* 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

* Accepted by CVPR 2021 

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Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation


Apr 19, 2021
Jichang Li, Guanbin Li, Yemin Shi, Yizhou Yu

* To appear in CVPR2021 

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Deep Transformers for Fast Small Intestine Grounding in Capsule Endoscope Video


Apr 07, 2021
Xinkai Zhao, Chaowei Fang, Feng Gao, De-Jun Fan, Xutao Lin, Guanbin Li


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Scene-Intuitive Agent for Remote Embodied Visual Grounding


Mar 24, 2021
Xiangru Lin, Guanbin Li, Yizhou Yu

* Accepted by CVPR 2021 

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Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Counting


Dec 08, 2020
Lingbo Liu, Jiaqi Chen, Hefeng Wu, Guanbin Li, Chenglong Li, Liang Lin

* We introduce a large-scale RGBT benchmark for crowd counting 

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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

* 9pages, 5 figures, under review 

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A Hamiltonian Monte Carlo Method for Probabilistic Adversarial Attack and Learning


Oct 15, 2020
Hongjun Wang, Guanbin Li, Xiaobai Liu, Liang Lin

* Accepted as a Regular Paper in IEEE Transactions on Pattern Analysis and Machine Intelligence 

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Contralaterally Enhanced Networks for Thoracic Disease Detection


Oct 09, 2020
Gangming Zhao, Chaowei Fang, Guanbin Li, Licheng Jiao, Yizhou Yu

* submitted to TMI 

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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

* 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

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

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Collaborative Training between Region Proposal Localization and Classification for Domain Adaptive Object Detection


Sep 18, 2020
Ganlong Zhao, Guanbin Li, Ruijia Xu, Liang Lin

* Accepted by ECCV 2020 

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Reinforcement Learning for Weakly Supervised Temporal Grounding of Natural Language in Untrimmed Videos


Sep 18, 2020
Jie Wu, Guanbin Li, Xiaoguang Han, Liang Lin

* Accepted by ACM MM 2020 

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Collaborative Training between Region Proposal Localization and Classi?cation for Domain Adaptive Object Detection


Sep 17, 2020
Ganlong Zhao, Guanbin Li, Ruijia Xu, Liang Lin

* Accepted by ECCV 2020 

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Online Alternate Generator against Adversarial Attacks


Sep 17, 2020
Haofeng Li, Yirui Zeng, Guanbin Li, Liang Lin, Yizhou Yu

* Accepted as a Regular paper in the IEEE Transactions on Image Processing 

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Semantics-aware Adaptive Knowledge Distillation for Sensor-to-Vision Action Recognition


Sep 02, 2020
Yang Liu, Guanbin Li, Liang Lin

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible. This paper focuses on the sensor-to-vision heterogenous action recognition problem. Codes is available in https://github.com/YangLiu9208/SAKDN 

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Active Object Search


Aug 04, 2020
Jie Wu, Tianshui Chen, Lishan Huang, Hefeng Wu, Guanbin Li, Ling Tian, Liang Lin

* Accepted at ACM MM 2020 

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Efficient Crowd Counting via Structured Knowledge Transfer


Apr 26, 2020
Lingbo Liu, Jiaqi Chen, Hefeng Wu, Tianshui Chen, Guanbin Li, Liang Lin


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Graph-Structured Referring Expression Reasoning in The Wild


Apr 19, 2020
Sibei Yang, Guanbin Li, Yizhou Yu

* CVPR 2020 Accepted Oral Paper. Data and code are available at https://github.com/sibeiyang/sgmn 

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Peeking into occluded joints: A novel framework for crowd pose estimation


Mar 31, 2020
Lingteng Qiu, Xuanye Zhang, Yanran Li, Guanbin Li, Xiaojun Wu, Zixiang Xiong, Xiaoguang Han, Shuguang Cui

* The code of OPEC-Net is available at: https://lingtengqiu.github.io/2020/03/22/OPEC-Net/ 

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