Publications

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

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon 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
  • Adobe Research icon Systems & Languages

Publication date: June 24, 2020

Deep Audio Prior: Learning Sound Source Separation from a Single Audio Mixture

CVPR 2020 Sight and Sound Workshop

Dingzeyu Li, Yapeng Tian, Chenliang Xu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: June 22, 2020

Cross-Domain Document Object Detection: Benchmark Suite and Method

Conference on Computer Vision and Pattern Recognition (CVPR)

Kai Li, Curtis Wigington, Chris Tensmeyer, Handong Zhao, Nikolaos Barmpalios, Vlad Morariu, Varun Manjunatha, Tong Sun, Yun Fu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Document Intelligence

Publication date: June 20, 2020

Sketchformer: Transformer-based Representation for Sketched Structure

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Leo Sampaio Ferraz Ribeiro, Tu Bui, John Collomosse, Moacir Ponti
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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