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AutoFormer: Searching Transformers for Visual Recognition


Jul 01, 2021
Minghao Chen, Houwen Peng, Jianlong Fu, Haibin Ling

* Github: https://github.com/microsoft/AutoML 

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Probing Inter-modality: Visual Parsing with Self-Attention for Vision-Language Pre-training


Jun 28, 2021
Hongwei Xue, Yupan Huang, Bei Liu, Houwen Peng, Jianlong Fu, Houqiang Li, Jiebo Luo


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LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search


Apr 29, 2021
Bin Yan, Houwen Peng, Kan Wu, Dong Wang, Jianlong Fu, Huchuan Lu

* Accepted by CVPR 2021, Github: https://github.com/researchmm/LightTrack 

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Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language Representation Learning


Apr 08, 2021
Zhicheng Huang, Zhaoyang Zeng, Yupan Huang, Bei Liu, Dongmei Fu, Jianlong Fu

* Accepted by CVPR2021 oral 

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3D Human Body Reshaping with Anthropometric Modeling


Apr 05, 2021
Yanhong Zeng, Jianlong Fu, Hongyang Chao

* In International Conference on Internet Multimedia Computing and Service (pp. 96-107). Springer, Singapore (2017) 
* ICIMCS 2017(oral). The final publication is available at Springer via https://doi.org/10.1007/978-981-10-8530-7_10 

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Aggregated Contextual Transformations for High-Resolution Image Inpainting


Apr 03, 2021
Yanhong Zeng, Jianlong Fu, Hongyang Chao, Baining Guo

* 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 

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One-Shot Neural Ensemble Architecture Search by Diversity-Guided Search Space Shrinking


Apr 01, 2021
Minghao Chen, Houwen Peng, Jianlong Fu, Haibin Ling

* Accepted to CVPR 2021 

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Learning Spatio-Temporal Transformer for Visual Tracking


Mar 31, 2021
Bin Yan, Houwen Peng, Jianlong Fu, Dong Wang, Huchuan Lu


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Multi-Scale 2D Temporal Adjacent Networks for Moment Localization with Natural Language


Dec 04, 2020
Songyang Zhang, Houwen Peng, Jianlong Fu, Yijuan Lu, Jiebo Luo


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Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search


Oct 29, 2020
Houwen Peng, Hao Du, Hongyuan Yu, Qi Li, Jing Liao, Jianlong Fu

* NeurIPS 2020, code url: https://github.com/microsoft/Cream 

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Revisiting Anchor Mechanisms for Temporal Action Localization


Aug 22, 2020
Le Yang, Houwen Peng, Dingwen Zhang, Jianlong Fu, Junwei Han

* Accept by TIP, code: https://github.com/LeYangNwpu/A2Net 

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Learning Joint Spatial-Temporal Transformations for Video Inpainting


Jul 20, 2020
Yanhong Zeng, Jianlong Fu, Hongyang Chao

* Accepted by ECCV2020 

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Ocean: Object-aware Anchor-free Tracking


Jul 09, 2020
Zhipeng Zhang, Houwen Peng, Jianlong Fu, Bing Li, Weiming Hu

* ECCV2020 
* Accepted by ECCV2020 

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Learning Texture Transformer Network for Image Super-Resolution


Jun 22, 2020
Fuzhi Yang, Huan Yang, Jianlong Fu, Hongtao Lu, Baining Guo

* Accepted by CVPR 2020 

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M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training


Jun 04, 2020
Haoyang Huang, Lin Su, Di Qi, Nan Duan, Edward Cui, Taroon Bharti, Lei Zhang, Lijuan Wang, Jianfeng Gao, Bei Liu, Jianlong Fu, Dongdong Zhang, Xin Liu, Ming Zhou

* 10 pages,2 figures 

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NTIRE 2020 Challenge on Perceptual Extreme Super-Resolution: Methods and Results


May 03, 2020
Kai Zhang, Shuhang Gu, Radu Timofte, Taizhang Shang, Qiuju Dai, Shengchen Zhu, Tong Yang, Yandong Guo, Younghyun Jo, Sejong Yang, Seon Joo Kim, Lin Zha, Jiande Jiang, Xinbo Gao, Wen Lu, Jing Liu, Kwangjin Yoon, Taegyun Jeon, Kazutoshi Akita, Takeru Ooba, Norimichi Ukita, Zhipeng Luo, Yuehan Yao, Zhenyu Xu, Dongliang He, Wenhao Wu, Yukang Ding, Chao Li, Fu Li, Shilei Wen, Jianwei Li, Fuzhi Yang, Huan Yang, Jianlong Fu, Byung-Hoon Kim, JaeHyun Baek, Jong Chul Ye, Yuchen Fan, Thomas S. Huang, Junyeop Lee, Bokyeung Lee, Jungki Min, Gwantae Kim, Kanghyu Lee, Jaihyun Park, Mykola Mykhailych, Haoyu Zhong, Yukai Shi, Xiaojun Yang, Zhijing Yang, Liang Lin, Tongtong Zhao, Jinjia Peng, Huibing Wang, Zhi Jin, Jiahao Wu, Yifu Chen, Chenming Shang, Huanrong Zhang, Jeongki Min, Hrishikesh P S, Densen Puthussery, Jiji C V

* CVPRW 2020 

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Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers


Apr 02, 2020
Zhicheng Huang, Zhaoyang Zeng, Bei Liu, Dongmei Fu, Jianlong Fu


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Learning Sparse 2D Temporal Adjacent Networks for Temporal Action Localization


Dec 08, 2019
Songyang Zhang, Houwen Peng, Le Yang, Jianlong Fu, Jiebo Luo

* This is our winner solution for the HACS Temporal Action Localization Challenge at ICCV 2019 

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Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language


Dec 08, 2019
Songyang Zhang, Houwen Peng, Jianlong Fu, Jiebo Luo

* This paper is accepted by AAAI 2020 

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Neural Storyboard Artist: Visualizing Stories with Coherent Image Sequences


Nov 24, 2019
Shizhe Chen, Bei Liu, Jianlong Fu, Ruihua Song, Qin Jin, Pingping Lin, Xiaoyu Qi, Chunting Wang, Jin Zhou

* ACM MM 2019 

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Learning Deep Bilinear Transformation for Fine-grained Image Representation


Nov 09, 2019
Heliang Zheng, Jianlong Fu, Zheng-Jun Zha, Jiebo Luo


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Learning Rich Image Region Representation for Visual Question Answering


Oct 29, 2019
Bei Liu, Zhicheng Huang, Zhaoyang Zeng, Zheyu Chen, Jianlong Fu

* Rank 2 in VQA Challenge 2019 

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360-Indoor: Towards Learning Real-World Objects in 360° Indoor Equirectangular Images


Oct 03, 2019
Shih-Han Chou, Cheng Sun, Wen-Yen Chang, Wan-Ting Hsu, Min Sun, Jianlong Fu


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WSOD^2: Learning Bottom-up and Top-down Objectness Distillation for Weakly-supervised Object Detection


Sep 11, 2019
Zhaoyang Zeng, Bei Liu, Jianlong Fu, Hongyang Chao, Lei Zhang

* Accepted as a ICCV 2019 poster paper 

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Learn to Scale: Generating Multipolar Normalized Density Maps for Crowd Counting


Aug 08, 2019
Chenfeng Xu, Kai Qiu, Jianlong Fu, Song Bai, Yongchao Xu, Xiang Bai

* Accepted to ICCV 2019 

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Learn to Scale: Generating Multipolar Normalized Density Map for Crowd Counting


Jul 29, 2019
Chenfeng Xu, Kai Qiu, Jianlong Fu, Song Bai, Yongchao Xu, Xiang Bai

* Accepted to ICCV 2019 

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Activitynet 2019 Task 3: Exploring Contexts for Dense Captioning Events in Videos


Jul 11, 2019
Shizhe Chen, Yuqing Song, Yida Zhao, Qin Jin, Zhaoyang Zeng, Bei Liu, Jianlong Fu, Alexander Hauptmann

* Winner solution in CVPR 2019 Activitynet Dense Video Captioning challenge 

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From Words to Sentences: A Progressive Learning Approach for Zero-resource Machine Translation with Visual Pivots


Jun 03, 2019
Shizhe Chen, Qin Jin, Jianlong Fu

* Accepted by IJCAI 2019 

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