Publications

Publication date: August 23, 2020

Transforming and Projecting Images into Class-conditional Generative Networks

European Conference on Computer Vision (ECCV)

Minyoung Huh, Richard Zhang, Jun-Yan Zhu, Sylvain Paris, Aaron Hertzmann
Oral
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: August 23, 2020

Contrastive Learning for Unpaired Image-to-Image Translation

European Conference on Computer Vision (ECCV)

Taesung Park, Alexei A. Efros, Richard Zhang, Jun-Yan Zhu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: August 23, 2020

Look here! A parametric learning based approach to redirect visual attention

European Conference on Computer Vision (ECCV)

Youssef Alami Mejjati, Celso Gomes, Kwang In Kim, Eli Shechtman, Zoya Bylinskii
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: August 23, 2020

Unselfie: Translating Selfies to Neutral-pose Portraits in the Wild

16th European conference on computer vision (ECCV2020)

Liqian Ma, Zhe Lin, Connelly Barnes, Alexei A. Efros, Jingwan (Cynthia) Lu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: August 23, 2020

Modeling Artistic Workflows for Image Generation and Editing

16th European conference on computer vision (ECCV2020)

Hung-Yu Tseng, Matt Fisher, Jingwan (Cynthia) Lu, Yijun Li, Vova Kim, Ming-Hsuan Yang, Jingwan (Cynthia) Lu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: August 23, 2020

Texture Hallucination for Large-Scale Painting Super-Resolution

ECCV 2020

Yulun Zhang, Zhifei Zhang, Stephen DiVerdi, Zhaowen Wang, Jose Echevarria, Yun Fu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: August 23, 2020

​ PhraseClick: Toward Achieving Flexible Interactive Segmentation by Phrase and Click

ECCV 2020

Henghui Ding, Scott Cohen, Brian Price, Xudong Jiang
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: July 31, 2020

Structured Policy Iteration for Linear Quadratic Regulator

International Conference on Machine Learning (ICML)

Youngsuk Park, Ryan A. Rossi, Zheng Wen, Gang Wu, Handong Zhao
  • Adobe Research icon AI & Machine Learning

Publication date: July 27, 2020

Dynamic Clustering with Discrete Time Event Prediction

43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020)

Karan Aggarwal, Georgios Theocharous, Anup Rao
  • Adobe Research icon AI & Machine Learning

Publication date: July 25, 2020

Learning Colour Representations of Search Queries

43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020)

Paridhi Maheshwari, Manoj Ghuhan, Vishwa Vinay
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: July 23, 2020

Ensemble Learning for Relational Data

Journal of Machine Learning Research (JMLR)

Hoda Eldardiry, Jennifer Neville, Ryan A. Rossi
  • Adobe Research icon AI & Machine Learning

Publication date: July 19, 2020

Neural Subdivision

SIGGRAPH

Hsueh-Ti Liu, Vladimir (Vova) Kim, Siddhartha Chaudhuri, Noam Aigerman, Alec Jacobson
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 14, 2020

Optimizing for the Future in Non-Stationary MDPs

Thirty-seventh International Conference on Machine Learning (ICML 2020)

Yash Chandak, Georgios Theocharous, Shiv Shankar, Martha White, Sridhar Mahadevan, Philip S. Thomas
  • Adobe Research icon AI & Machine Learning

Publication date: July 13, 2020

Spectral Mesh Simplification

EUROGRAPHICS 2020

Thibault Lescoat, Hsueh-Ti Derek Liu, Jean-Marc Thiery, Alec Jacobson, Tamy Boubekeur, Maks Ovsjanikov
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 11, 2020

Batch Decorrelation for Active Metric Learning

IJCAI-PRICAI

K Priyadarshini, Ritesh Goru, Siddhartha Chaudhuri, Subhasis Chaudhuri
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Human Computer Interaction

Publication date: July 10, 2020

Efficient Deployment of Conversational Natural Language Interfaces over Databases

ACL 2020 First Workshop on Natural Language Interfaces

Anthony Colas, Trung Bui, Franck Dernoncourt, Moumita Sinha, Doo Soon Kim
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: July 9, 2020

Improving Slot Filling by Utilizing Contextual Information

ACL NLP4ConvAI 2020

Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: July 9, 2020

Extensively Matching for Few-shot Learning Event Detection

ACL NUSE 2020

Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: July 8, 2020

Exploiting the Syntax-Model Consistency for Neural Relation Extraction

ACL 2020

Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: July 8, 2020

Let Me Choose: From Verbal Context to Font Selection

ACL 2020

Amirreza Shirani, Franck Dernoncourt, Jose Echevarria, Paul Asente, Nedim Lipka, Thamar Solorio
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing
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