Publications

Publication date: July 9, 2018

Learning Fuzzy Set Representations of Partial Shapes on Dual Embedding Spaces

Symposium on Geometry Processing

Minhyuk Sung, Anastasia Dubrovina, Vladimir Kim, Leonidas Guibas
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 4, 2018

A Survey of Simple Geometric Primitives Detection Methods for Captured 3D Data

Computer Graphics Forum 2018

Adrien Kaiser, Jose Alonso Ybanez Zepeda, Tamy Boubekeur
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 3, 2018

Deep Painterly Harmonization

Eurographics Symposium on Rendering, Experimental Ideas & Implementations (EGSR'18)

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

Publication date: July 2, 2018

Spoke Darts for High-Dimensional Blue Noise Sampling

ACM Transactions on Graphics

Scott A. Mitchell, Mohamed S. Ebeida, Muhammad A. Awad, Chonhyon Park, Anjul Patney, Ahmad A. Rushdi, Laura P. Swiler, Dinesh Manocha, Li-Yi Wei
  • Adobe Research icon Graphics (2D & 3D)

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 1, 2018

Predicting Email Opens with Domain-Sensitive Affect Detection

19th International Conference on Intelligent Text Processing and Computational Linguistics

Niyati Chhaya, Kokil Jaidka, Rahul Wadbude
  • Adobe Research icon Content Intelligence

Publication date: July 1, 2018

Tags2Parts: Discovering Semantic Regions from Shape Tags

CVPR

Sanjeev Muralikrishnan, Vladimir Kim, Siddhartha Chaudhuri
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 22, 2018

On Regularized Losses for Weakly-supervised CNN Segmentation

ECCV 2018

Meng Tang, Federico Perazzi, Aziz Djelouah, Ismail Ayed, Christopher Schroers, Yuri Boykon
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

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)
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon 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
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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