Adobe Research » Publications

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

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

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

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

AI & Machine Learning
Natural Language Processing

Publication date: July 25, 2020

Metadata Matters in User Engagement Prediction

International ACM SIGIR Conference on Research and Development in Information Retrieval

Xiang Chen, Saayan Mitra, Vishy Swaminathan

AI & Machine Learning

Publication date: July 23, 2020

Ensemble Learning for Relational Data

Journal of Machine Learning Research (JMLR)

Hoda Eldardiry, Jennifer Neville, Ryan A. Rossi

AI & Machine Learning

Publication date: July 19, 2020

Neural Subdivision

SIGGRAPH

Hsueh-Ti Liu, Vladimir (Vova) Kim, Siddhartha Chaudhuri, Noam Aigerman, Alec Jacobson

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence
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

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

Graphics (2D & 3D)

Publication date: July 11, 2020

Batch Decorrelation for Active Metric Learning

IJCAI-PRICAI

K Priyadarshini, Ritesh Goru, Siddhartha Chaudhuri, Subhasis Chaudhuri

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence
Data Intelligence
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

AI & Machine Learning
Intelligent Agents & Assistants
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

AI & Machine Learning
Intelligent Agents & Assistants
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

AI & Machine Learning
Document Intelligence
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

AI & Machine Learning
Document Intelligence
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

AI & Machine Learning
Content Intelligence
Natural Language Processing

Publication date: July 8, 2020

Understanding Points of Correspondence between Sentences for Abstractive Summarization

ACL SRW 2020

Logan Lebanoff, John Muchovej, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang, Fei Liu

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: July 6, 2020

Scaling DNN-based Video Analysis by Coarse-grained and Fine-grained Parallelism

IEEE International Conference on Multimedia and Expo (ICME)

Phanwadee Sinthong, Kanak Mahadik, Somdeb Sarkhel, Saayan Mitra

Computer Vision, Imaging & Video
Systems & Languages

Publication date: July 5, 2020

Towards Transparent and Explainable Attention Models

Annual Conference of the Association for Computational Linguistics (ACL)

Akash Kumar, Preksha Nema, Sharan Narasimhan, Mitesh Khapra, Balaji Vasan Srinivasan, Balaraman Ravindran

AI & Machine Learning
Content Intelligence
Natural Language Processing

Publication date: July 5, 2020

Visual Dialog: Do we really need it?

ACL 2020

Shubham Agarwal, Trung Bui, Joon-Young Lee, Ioannis Konstas, Verena Rieser

AI & Machine Learning
Human Computer Interaction
Intelligent Agents & Assistants
Natural Language Processing

Publication date: July 1, 2020

OPTIMUSCLOUD: Heterogeneous Configuration Optimization for Distributed Databases in the Cloud

USENIX Annual Technical Conference (ATC)

Ashraf Mahgoub, Alexander Michaelson Medoff, Rakesh Kumar, Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi

Systems & Languages

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