Adobe Research » Publications

Publication date: June 21, 2018

NISP: Pruning Networks using Neuron Importance Score Propagation

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Ruichi Yu, Ang Li, Chun-Fu Chen, Jui-Hsin Lai, Vlad Morariu, Xintong Han, Mingfei Gao, Ching-Yung Lin, Larry S. Davis

Spotlight

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 20, 2018

Dynamic Zoom-in Network for Fast Object Detection in Large Images

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Mingfei Gao, Ruichi Yu, Ang Li, Vlad Morariu, Larry S. Davis

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 20, 2018

Learning a Discriminative Filter Bank within a CNN for Fine-grained Recognition

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Yaming Wang, Vlad Morariu, Larry S. Davis

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 19, 2018

The Unreasonable Effectiveness of Deep Features as a Perceptual Metric

IEEE Conference on Computer Vision and Pattern Recognition (CVPR'18)

Richard Zhang, Phillip Isola, Alexei Efros, Eli Shechtman, Oliver Wang

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 19, 2018

Learning Rich Features for Image Manipulation Detection

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Peng Zhou, Xintong Han, Vlad Morariu, Larry S. Davis

Document Intelligence

Publication date: June 19, 2018

Measurement of Users’ Experience on Online Platforms from Their Behavior Logs

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

Deepali Jain, Atanu R Sinha, Deepali Gupta, Nikhil Sheoran, Sopan Khosla

Data Intelligence

Publication date: June 18, 2018

PairedCycleGAN: Asymmetric Style Transfer for Applying and Removing Makeup

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

Huiwen Chang, Jingwan (Cynthia) Lu, Fisher Yu, Adam Finkelstein

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 18, 2018

Disentangling Structure and Aesthetics for Content-aware Image Completion

Conference on Computer Vision and Pattern Recognition (CVPR) 2018

Andrew Gilbert, John Collomosse, Hailin Jin, Brian Price

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 18, 2018

Discriminability objective for training descriptive captions

Conference on Computer Vision and Pattern Recognition (CVPR) 2018

Ruotian Luo, Brian Price, Scott Cohen, Greg Shakhnarovich

AI & Machine Learning
Computer Vision, Imaging & Video
Natural Language Processing

Publication date: June 18, 2018

DVQA: Understanding Data Visualization via Question Answering

Conference on Computer Vision and Pattern Recognition (CVPR) 2018

Kushal Kafle, Scott Cohen, Brian Price, Christopher Kanan

AI & Machine Learning
Computer Vision, Imaging & Video

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

AI & Machine Learning
Computer Vision, Imaging & Video
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

AI & Machine Learning
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

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

AI & Machine Learning
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

AI & Machine Learning
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

AI & Machine Learning
Audio
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

AI & Machine Learning
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

AI & Machine Learning
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

AI & Machine Learning
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

AI & Machine Learning
Computer Vision, Imaging & Video

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