Adobe Research » Publications

Publication date: June 15, 2019

Learning to Generate Textures on 3D Meshes

CVPR 2019 Workshop on Deep Generative models for 3D understanding

Amit Raj, Cusuh Ham, Connelly Barnes, James Hays, Vladimir Kim, Jingwan (Cynthia) Lu

Best paper award

AI & Machine Learning
Graphics (2D & 3D)

Publication date: June 1, 2019

All-Weather Deep Outdoor Lighting Estimation

CVPR 2019

Jinsong Zhang, Kalyan Sunkavalli, Yannick Hold-Geoffroy, Sunil Hadap, Jean-François Lalonde

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: June 1, 2019

Learning to Separate Multiple Illuminants in a Single Image

CVPR 2019

Zhuo Hui, Ayan Chakrabarti, Kalyan Sunkavalli, Aswin Sankaranarayanan, Kalyan Sunkavalli

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: July 2, 2018

AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation

CVPR

Thibault Groueix, Matthew Fisher, Vladimir Kim, Bryan Russell, Mathieu Aubry

Spotlight

AI & Machine Learning
Graphics (2D & 3D)

Publication date: July 1, 2018

Tags2Parts: Discovering Semantic Regions from Shape Tags

CVPR

Sanjeev Muralikrishnan, Vladimir Kim, Siddhartha Chaudhuri

AI & Machine Learning
Graphics (2D & 3D)

Publication date: June 21, 2018

Multi-Content GAN for Few-Shot Font Style Transfer

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

Samaneh Azadi, Matt Fisher, Vladimir Kim, Zhaowen Wang, Eli Shechtman, Trevor Darrell

(Spotlight)

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 21, 2018

ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing

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

Chen-Hsuan Lin, Ersin Yumer, Oliver Wang, Eli Shechtman, Simon Lucey

AI & Machine Learning
Computer Vision, Imaging & Video

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 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

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