Publications

Publication date: June 18, 2018

Learning to Understand Image Blur

CVPR 2018

Shanghang Zhang, Xiaohui Shen, Zhe Lin, Radomír Měch, Joao P. Costeira, Jose M. F. Moura
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 18, 2018

Visual to Sound: Generating Natural Sound for Videos in the Wild

Proc. of CVPR 2018

Yipin Zhou, Zhaowen Wang, Chen Fang, Trung Bui, Tamara L. Berg
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 18, 2018

Good View Hunting: Learning Photo Composition from Dense View Pairs

Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Zijun Wei, Jianming Zhang, Xiaohui Shen, Zhe Lin, Radomír Měch, Min Hoai, Dimitris Samaras
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 18, 2018

Excitation Backprop for RNNs

Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Sarah Adel Bargal, Andrea Zunino, Donghyun Kim, Jianming Zhang, Vittorio Murino, Stan Sclaroff
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 17, 2018

TextureGAN: Controlling Deep Image Synthesis with Texture Patches

IEEE Conference on Computer Vision and Pattern Recognition (CVPR Spotlight) , 2018

Wenqi Xian, Patsorn Sankloy, Varun Agrawal, Amit Raj, Jingwan (Cynthia) Lu, Chen Fang, Fisher Yu, James Hays
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: July 26, 2017

Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer

IEEE Conference on Computer Vision and Pattern Recognition (CVPR'17)

Xin Wang, Geoffrey Oxholm, Da Zhang, Yuan-Fang Wang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: July 21, 2017

Controlling Perceptual Factors in Neural Style Transfer

IEEE Conference on Computer Vision and Pattern Recognition (CVPR'17)

Leon Gatys, Alexander Ecker, Matthias Bethge, Aaron Hertzmann, Eli Shechtman
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: July 21, 2017

High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis

IEEE Conference on Computer Vision and Pattern Recognition (CVPR'17)

Harry (Chao) Yang, Xin Lu, Zhe Lin, Eli Shechtman, Oliver Wang, Hao Li
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: July 21, 2017

Deep Photo Style Transfer

IEEE Conference on Computer Vision and Pattern Recognition (CVPR'17)

Fujun Luan, Sylvain Paris, Eli Shechtman, Kavita Bala
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: July 21, 2017

Neural Face Editing with Intrinsic Image Disentangling

IEEE Conference on Computer Vision and Pattern Recognition (CVPR'17)

Zhixin Shu, Ersin Yumer, Sunil Hadap, Kalyan Sunkavalli, Eli Shechtman, Dimitris Samaras
(Oral)
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 21, 2017

Deep Outdoor Illumination Estimation

IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017 (Oral)

Yannick Hold-Geoffroy, Kalyan Sunkavalli, Sunil Hadap, Emiliano Gambaretto, Jean-François Lalonde
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 21, 2017

Deep Image Harmonization

IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017

Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Xin Lu, Ming-Hsuan Yang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: July 21, 2017

Attention guided Multi-modal Correlation Learning for Image Search

Proc. of CVPR 2017

Kan Chen, Trung Bui, Chen Fang, Zhaowen Wang, Ram Nevatia
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: July 20, 2017

3D Shape Segmentation with Projective Convolutional Networks

CVPR (oral)

Evangelos Kalogerakis, Melinos Averkiou, Subhransu Maji, Siddhartha Chaudhuri
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 10, 2017

Top-down Visual Saliency Guided by Captions

Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Vasili Ramanishka, Abir Das, Jianming Zhang, Kate Saenko
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: July 1, 2017

Scribbler: Controlling Deep Image Synthesis with Sketch and Color

IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2017.

Patsorn Sangkloy, Jingwan (Cynthia) Lu, Chen Fang, Fisher Yu, James Hays
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 27, 2016

Deep Interactive Object Selection

In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016.

Ning Xu, Brian Price, Scott Cohen, Jimei Yang, T. Huang
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 27, 2016

Object Contour Detection with a Fully Convolutional Encoder-Decoder Network

In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016. (Spotlight)

Jimei Yang, Brian Price, Scott Cohen, Honglak Lee, Ming-Hsuan Yang
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 26, 2016

Semantic Object Parsing with Local-Global Long Short-Term Memory

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Xiaodan Liang, Xiaohui Shen, Donglai Xiang, Jiashi Feng, Liang Lin, Shuicheng Yan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 26, 2016

Automatic Content-Aware Color and Tone Stylization

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Joon-Young Lee, Kalyan Sunkavalli, Zhe Lin, Xiaohui Shen, In So Kweon
  • Adobe Research icon Computer Vision, Imaging & Video
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