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Learning to Recover 3D Scene Shape from a Single Image


Dec 17, 2020
Wei Yin, Jianming Zhang, Oliver Wang, Simon Niklaus, Long Mai, Simon Chen, Chunhua Shen


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Semantic Layout Manipulation with High-Resolution Sparse Attention


Dec 14, 2020
Haitian Zheng, Zhe Lin, Jingwan Lu, Scott Cohen, Jianming Zhang, Ning Xu, Jiebo Luo


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Meticulous Object Segmentation


Dec 13, 2020
Chenglin Yang, Yilin Wang, Jianming Zhang, He Zhang, Zhe Lin, Alan Yuille


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Mask Guided Matting via Progressive Refinement Network


Dec 12, 2020
Qihang Yu, Jianming Zhang, He Zhang, Yilin Wang, Zhe Lin, Ning Xu, Yutong Bai, Alan Yuille


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Deep Image Compositing


Nov 04, 2020
He Zhang, Jianming Zhang, Federico Perazzi, Zhe Lin, Vishal M. Patel

* WACV-2021. A better portrait segmentation technology has been shipped in Photoshop 2020. Check this out if you are not sure how to use it. https://www.youtube.com/watch?v=v_kitSYKr3s&t=138s 

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Attribute-conditioned Layout GAN for Automatic Graphic Design


Sep 11, 2020
Jianan Li, Jimei Yang, Jianming Zhang, Chang Liu, Christina Wang, Tingfa Xu


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Adversarial Knowledge Transfer from Unlabeled Data


Aug 13, 2020
Akash Gupta, Rameswar Panda, Sujoy Paul, Jianming Zhang, Amit K. Roy-Chowdhury

* Accepted to ACM Multimedia 2020 

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Shape Adaptor: A Learnable Resizing Module


Aug 10, 2020
Shikun Liu, Zhe Lin, Yilin Wang, Jianming Zhang, Federico Perazzi, Edward Johns

* Published at ECCV 2020 

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Open-Edit: Open-Domain Image Manipulation with Open-Vocabulary Instructions


Aug 04, 2020
Xihui Liu, Zhe Lin, Jianming Zhang, Handong Zhao, Quan Tran, Xiaogang Wang, Hongsheng Li

* To appear on ECCV 2020. Introduction video at https://youtu.be/8E3bwvjCHYE and code at https://github.com/xh-liu/Open-Edit 

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SSN: Soft Shadow Network for Image Compositing


Jul 16, 2020
Yichen Sheng, Jianming Zhang, Bedrich Benes

* 11 pages, 10 figures 

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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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Explainable Deep Classification Models for Domain Generalization


Mar 13, 2020
Andrea Zunino, Sarah Adel Bargal, Riccardo Volpi, Mehrnoosh Sameki, Jianming Zhang, Stan Sclaroff, Vittorio Murino, Kate Saenko


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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 https://github.com/yi94code/HRSOD 

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Multi-way Encoding for Robustness


Jun 05, 2019
Donghyun Kim, Sarah Adel Bargal, Jianming Zhang, Stan Sclaroff


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M2KD: Multi-model and Multi-level Knowledge Distillation for Incremental Learning


Apr 03, 2019
Peng Zhou, Long Mai, Jianming Zhang, Ning Xu, Zuxuan Wu, Larry S. Davis


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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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LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators


Jan 21, 2019
Jianan Li, Jimei Yang, Aaron Hertzmann, Jianming Zhang, Tingfa Xu

* Accepted as a conference paper at ICLR 2019 

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Guided Zoom: Questioning Network Evidence for Fine-grained Classification


Dec 06, 2018
Sarah Adel Bargal, Andrea Zunino, Vitali Petsiuk, Jianming Zhang, Kate Saenko, Vittorio Murino, Stan Sclaroff


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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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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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Contemplating Visual Emotions: Understanding and Overcoming Dataset Bias


Aug 07, 2018
Rameswar Panda, Jianming Zhang, Haoxiang Li, Joon-Young Lee, Xin Lu, Amit K. Roy-Chowdhury

* ECCV 2018 

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Excitation Dropout: Encouraging Plasticity in Deep Neural Networks


May 23, 2018
Andrea Zunino, Sarah Adel Bargal, Pietro Morerio, Jianming Zhang, Stan Sclaroff, Vittorio Murino


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Excitation Backprop for RNNs


Mar 08, 2018
Sarah Adel Bargal, Andrea Zunino, Donghyun Kim, Jianming Zhang, Vittorio Murino, Stan Sclaroff

* IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 
* CVPR 2018 Camera Ready Version 

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Predicting Foreground Object Ambiguity and Efficiently Crowdsourcing the Segmentation(s)


Apr 30, 2017
Danna Gurari, Kun He, Bo Xiong, Jianming Zhang, Mehrnoosh Sameki, Suyog Dutt Jain, Stan Sclaroff, Margrit Betke, Kristen Grauman


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Top-down Visual Saliency Guided by Captions


Apr 12, 2017
Vasili Ramanishka, Abir Das, Jianming Zhang, Kate Saenko

* CVPR 2017 camera ready version 

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