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High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling

May 24, 2020
Yu Zeng, Zhe Lin, Jimei Yang, Jianming Zhang, Eli Shechtman, Huchuan Lu

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Context-Aware Group Captioning via Self-Attention and Contrastive Features

Apr 07, 2020
Zhuowan Li, Quan Tran, Long Mai, Zhe Lin, Alan Yuille

* To appear in CVPR 2020; Project page: 

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Temporally Distributed Networks for Fast Video Semantic Segmentation

Apr 07, 2020
Ping Hu, Fabian Caba Heilbron, Oliver Wang, Zhe Lin, Stan Sclaroff, Federico Perazzi

* [CVPR2020] Project: 

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LeRoP: A Learning-Based Modular Robot Photography Framework

Nov 28, 2019
Hao Kang, Jianming Zhang, Haoxiang Li, Zhe Lin, TJ Rhodes, Bedrich Benes

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Scaling Object Detection by Transferring Classification Weights

Sep 15, 2019
Jason Kuen, Federico Perazzi, Zhe Lin, Jianming Zhang, Yap-Peng Tan

* ICCV 2019 

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Towards High-Resolution Salient Object Detection

Aug 20, 2019
Yi Zeng, Pingping Zhang, Jianming Zhang, Zhe Lin, Huchuan Lu

* Accepted by ICCV2019. The HRSOD dataset is available at 

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Expressing Visual Relationships via Language

Jun 19, 2019
Hao Tan, Franck Dernoncourt, Zhe Lin, Trung Bui, Mohit Bansal

* ACL 2019 (11 pages) 

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Multitask Text-to-Visual Embedding with Titles and Clickthrough Data

May 30, 2019
Pranav Aggarwal, Zhe Lin, Baldo Faieta, Saeid Motiian

* 4 pages. Language and Vision Workshop, in conjunction with CVPR 2019 

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Multimodal Style Transfer via Graph Cuts

May 17, 2019
Yulun Zhang, Chen Fang, Yilin Wang, Zhaowen Wang, Zhe Lin, Yun Fu, Jimei Yang

* Supplementary file: The MST source code will be available after the paper is published. Fix typos in Eq.(11) and (12) 

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Scene Graph Generation with External Knowledge and Image Reconstruction

Apr 01, 2019
Jiuxiang Gu, Handong Zhao, Zhe Lin, Sheng Li, Jianfei Cai, Mingyang Ling

* 10 pages, 5 figures, Accepted in CVPR 2019 

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GAPLE: Generalizable Approaching Policy LEarning for Robotic Object Searching in Indoor Environment

Mar 07, 2019
Xin Ye, Zhe Lin, Joon-Young Lee, Jianming Zhang, Shibin Zheng, Yezhou Yang

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Image Super-Resolution by Neural Texture Transfer

Mar 06, 2019
Zhifei Zhang, Zhaowen Wang, Zhe Lin, Hairong Qi

* Project Page: arXiv admin note: text overlap with arXiv:1804.03360 

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Foreground-aware Image Inpainting

Jan 18, 2019
Wei Xiong, Jiahui Yu, Zhe Lin, Jimei Yang, Xin Lu, Connelly Barnes, Jiebo Luo

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Photo-Sketching: Inferring Contour Drawings from Images

Jan 02, 2019
Mengtian Li, Zhe Lin, Radomir Mech, Ersin Yumer, Deva Ramanan

* WACV 2019. For code and dataset, see 

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Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization

Dec 02, 2018
Siyuan Qiao, Zhe Lin, Jianming Zhang, Alan Yuille

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Spatial-temporal Multi-Task Learning for Within-field Cotton Yield Prediction

Nov 16, 2018
Long Nguyen, Jia Zhen, Zhe Lin, Hanxiang Du, Zhou Yang, Wenxuan Guo, Fang Jin

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DeepLens: Shallow Depth Of Field From A Single Image

Oct 18, 2018
Lijun Wang, Xiaohui Shen, Jianming Zhang, Oliver Wang, Zhe Lin, Chih-Yao Hsieh, Sarah Kong, Huchuan Lu

* 11 pages, 15 figures, accepted by SIGGRAPH Asia 2018, low-resolution version 

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Concept Mask: Large-Scale Segmentation from Semantic Concepts

Aug 18, 2018
Yufei Wang, Zhe Lin, Xiaohui Shen, Jianming Zhang, Scott Cohen

* Accepted to ECCV18 

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Progressive Attention Networks for Visual Attribute Prediction

Aug 06, 2018
Paul Hongsuck Seo, Zhe Lin, Scott Cohen, Xiaohui Shen, Bohyung Han

* BMVC 2018 accepted paper 

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Active Object Perceiver: Recognition-guided Policy Learning for Object Searching on Mobile Robots

Jul 30, 2018
Xin Ye, Zhe Lin, Haoxiang Li, Shibin Zheng, Yezhou Yang

* 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2018) 

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Contextual-based Image Inpainting: Infer, Match, and Translate

Jul 25, 2018
Yuhang Song, Chao Yang, Zhe Lin, Xiaofeng Liu, Qin Huang, Hao Li, C. -C. Jay Kuo

* ECCV 2018 camera ready 

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Free-Form Image Inpainting with Gated Convolution

Jun 10, 2018
Jiahui Yu, Zhe Lin, Jimei Yang, Xiaohui Shen, Xin Lu, Thomas S. Huang

* tech report 

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Reference-Conditioned Super-Resolution by Neural Texture Transfer

Apr 10, 2018
Zhifei Zhang, Zhaowen Wang, Zhe Lin, Hairong Qi

* Project Page: 

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MAttNet: Modular Attention Network for Referring Expression Comprehension

Mar 27, 2018
Licheng Yu, Zhe Lin, Xiaohui Shen, Jimei Yang, Xin Lu, Mohit Bansal, Tamara L. Berg

* Equation of word attention fixed; MAttNet+Grabcut results added 

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Generative Image Inpainting with Contextual Attention

Mar 21, 2018
Jiahui Yu, Zhe Lin, Jimei Yang, Xiaohui Shen, Xin Lu, Thomas S. Huang

* Accepted in CVPR 2018; add CelebA-HQ results; open sourced; interactive demo available: 

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Learning to Detect Multiple Photographic Defects

Mar 08, 2018
Ning Yu, Xiaohui Shen, Zhe Lin, Radomir Mech, Connelly Barnes

* Accepted to WACV'18 

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The AdobeIndoorNav Dataset: Towards Deep Reinforcement Learning based Real-world Indoor Robot Visual Navigation

Feb 24, 2018
Kaichun Mo, Haoxiang Li, Zhe Lin, Joon-Young Lee

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Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers

Feb 02, 2018
Jianbo Ye, Xin Lu, Zhe Lin, James Z. Wang

* accepted to ICLR 2018, 11 pages 

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