Publications

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

Publication date: June 20, 2020

Deepstrip: High-Resolution Boundary Refinement

CVPR 2020

Peng Zhou, Brian Price, Scott Cohen, Gregg Wilensky, Larry Davis
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 16, 2020

Affinity Graph Supervision for Visual Recognition

CVPR

Chu Wang, Babak Samari, Vladimir (Vova) Kim, Siddhartha Chaudhuri, Kaleem Siddiqi
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: June 16, 2020

AdaCoSeg: Adaptive Shape Co-Segmentation with Group Consistency Loss

CVPR (oral)

Chenyang Zhu, Kai Xu, Siddhartha Chaudhuri, Li Yi, Leonidas Guibas, Hao Zhang
  • 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: June 16, 2020

Neural Cages for Detail-Preserving 3D Deformations

CVPR (oral)

Yifan Wang, Noam Aigerman, Vladimir (Vova) Kim, Siddhartha Chaudhuri, Olga Sorkine-Hornung
  • 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: June 16, 2020

Learning Generative Models of Shape Handles

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Matheus Gadelha, Giorgio Gori, Duygu Ceylan, Radomír Měch, Nathan Carr, Tamy Boubekeur, Rui Wang, Subhransu Maji
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)
1 28 29 30 31 32 33 34 113