Publications

Publication date: June 18, 2018

A Perceptual Measure for Deep Single Image Camera Calibration

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

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

Publication date: June 18, 2018

Fast Video Object Segmentation by Reference-Guided Mask Propagation

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Seoung Wug Oh, Joon-Young Lee, Kalyan Sunkavalli, Seon Joo Kim
Spotlight
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 18, 2018

Illuminant Spectra-based Source Separation Using Flash Photography

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

Zhuo Hui, Kalyan Sunkavalli, Sunil Hadap, Aswin C. Sankaranarayanan
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 18, 2018

Good View Hunting: Learning Photo Composition from 1 Million View Pairs

CVPR 2018

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

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 18, 2018

Context-aware Synthesis for Video Frame Interpolation

IEEE Conference on Computer Vision and Pattern Recognition

Simon Niklaus, Feng Liu
  • 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: June 15, 2018

Learning Material-Aware Local Descriptors for 3D Shapes

3DV

Hubert Lin, Melinos Averkiou, Evangelos Kalogerakis, Balazs Kovacs, Siddhant Ranade, Vladimir Kim, Siddhartha Chaudhuri, Kavita Bala
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 15, 2018

SEETHROUGH: Finding Objects in Heavily Occluded Indoor Scene Images

3DV

Moos Hueting, Pradyumna Reddy, Ersin Yumer, Vladimir Kim, Nathan Carr, Niloy J. Mitra
Oral
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 12, 2018

Predicting the performance of virtual reality video streaming in mobile networks

Proceedings of ACM Multimedia Systems Conference (ACM MMSys)

Roberto Irajá Tavares da Costa Filho, Marcelo Caggiani Luizelli, Maria Torres Vega, Jeroen van der Hooft, Stefano Petrangeli, Tim Wauters, Filip De Turck, Luciano Paschoal Gaspary
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 12, 2018

Improving quality and scalability of webRTC video collaboration applications

Proceedings of ACM Multimedia Systems Conference (ACM MMSys)

Stefano Petrangeli, Dries Pauwels, Jeroen van der Hooft, Tim Wauters, Filip De Turck, Jürgen Slowack
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 12, 2018

Low-latency delivery of news-based video content

Proceedings of ACM Multimedia Systems Conference (ACM MMSys)

Jeroen van der Hooft, Dries Pauwels, Cedric De Boom, Stefano Petrangeli, Tim Wauters, Filip De Turck
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 6, 2018

Generating topic-oriented summaries using neural attention

16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)

Kundan Krishna, Balaji Vasan Srinivasan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: June 3, 2018

Harvesting Knowledge from Cultural Heritage Artifacts in Museums of India

22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2018)

Abhilasha Sancheti, Paridhi Maheshwari, Rajat Chaturvedi, Anish Monsy, Tanya Goyal, Balaji Vasan Srinivasan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: June 2, 2018

MIT-MEDG at SemEval-2018 Task 7: Semantic Relation Classification via Convolutional Neural Network

Proceedings of The 12th International Workshop on Semantic Evaluation

Di Jin, Franck Dernoncourt, Elena Sergeeva, Matthew McDermott, Geeticka Chauhan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: June 1, 2018

The Context-dependent Additive Recurrent Neural Net

Proceedings of NAACL-HLT 2018

Quan Hung Tran, Tuan Manh Lai, Gholamreza Haffari, Ingrid Zukerman, Trung Bui, Hung Bui
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: June 1, 2018

A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents

Proceedings of NAACL-HLT 2018

Arman Cohan, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Seokhwan Kim, Walter Chang, Nazli Goharian
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing
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