Adobe Research » Publications

Publication date: July 13, 2018

Learning Role-based Graph Embeddings

IJCAI StarAI

Nesreen K. Ahmed, Ryan A. Rossi, Rong Zhou, John Boaz Lee, Xiangnan Kong, Theodore L. Willke, Hoda Eldardiry

AI & Machine Learning

Publication date: July 12, 2018

Conversational Image Editing: Incremental Intent Identification in a New Dialogue Task

Proc. of SIGDIAL 2018

Ramesh Manuvinakurike, Trung Bui, Walter Chang, Kallirroi Georgila

Best Paper Award

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

Publication date: July 10, 2018

Capacity-aware Sequential Recommendations

Proceedings of the 17th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2018),

Frits de Nijs, Georgios Theocharous, Nikos Vlassis, Mathijs M. de Weerdt, Matthijs T. J. Spaan

AI & Machine Learning

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

AI & Machine Learning
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

Computer Vision, Imaging & Video
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

AI & Machine Learning
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

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

AI & Machine Learning
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

Content Intelligence

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 22, 2018

On Regularized Losses for Weakly-supervised CNN Segmentation

ECCV 2018

Meng Tang, Federico Perazzi, Aziz Djelouah, Ismail Ayed, Christopher Schroers, Yuri Boykon

AI & Machine Learning
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)

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 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

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