Publications

Publication date: March 1, 2020

AutoToon: Automatic Geometric Warping for Face Cartoon Generation

The IEEE Winter Conference on Applications of Computer Vision (WACV2020)

Julia Gong, Yannick Hold-Geoffroy, Jingwan (Cynthia) Lu, Jingwan (Cynthia) Lu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: March 1, 2020

Learning Structural Similarity of User Interface Layouts using Graph Networks

European Conference on Computer Vision (ECCV)

Dipu Manandhar, Dan Ruta, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence

Publication date: February 12, 2020

A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency

AAAI 2020

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

Publication date: February 12, 2020

Multi-view Consistency for Relation Extraction via Mutual Information and Structure Prediction

AAAI 2020

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

Publication date: February 8, 2020

DSTC8-AVSD: Multimodal Semantic Transformer Network with Retrieval Style Word Generator

AAAI 2020 Dialog System Technology Challenge (DSTC8)

Hwanhee Lee, David Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: February 7, 2020

Adapting Language Models for Non-Parallel Author-Stylized Rewriting

34th AAAI Conference on Artificial Intelligence

Bakhtiyar Syed, Gaurav Verma, Balaji Vasan Srinivasan, Anandhavelu Natarajan, Vasudeva Varma
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: February 7, 2020

Lifelong Learning with a Changing Action Set

Thirty-fourth Conference on Artificial Intelligence (AAAI 2020)

Yash Chandak, Georgios Theocharous, Chris Nota, Philip S.Thomas
Outstanding Student Paper Honorable Mention
  • Adobe Research icon AI & Machine Learning

Publication date: February 7, 2020

Reinforcement Learning When All Actions are Not Always Available

Thirty-fourth Conference on Artificial Intelligence (AAAI 2020)

Yash Chandak, Georgios Theocharous, Blossom Metevier, Philip S. Thomas
  • Adobe Research icon AI & Machine Learning

Publication date: February 7, 2020

Exploratory Navigation and Selective Reading

34th AAAI Conference on Artificial Intelligence (AAAI 2020)

Natwar Modani, Paridhi Maheshwari, Harsh Deshpande, Saurab Sirpurkar, Diviya, Somak Aditya
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Natural Language Processing

Publication date: February 7, 2020

Uncovering relations for marketing knowledge representation

AAAI '20 Workshop StarAI

Somak Aditya, Atanu R Sinha
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: February 4, 2020

A Structural Graph Representation Learning Framework

Proceedings of the ACM International Conference on Web Search and Data Mining (WSDM)

Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh, Sungchul Kim, Anup Rao, Yasin Abbasi-Yadkori
  • Adobe Research icon AI & Machine Learning

Publication date: January 31, 2020

Tamper-proofing Video with Hierarchical Attention Autoencoder Hashing on Blockchain

IEEE Transactions on Multimedia

Tu Bui, Daniel Cooper, John Collomosse, Mark Bell, Alex Green, John Sheridan, Jez Higgins, Arindra Das, Jared Keller, Olivier Thereaux
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Document Intelligence

Publication date: January 20, 2020

Real-Time Clustering for Large Sparse Online Visitor Data

Proceedings of The Web Conference (WWW)

Gromit Yeuk-Yin Chan, Fan Du, Ryan A. Rossi, Anup Rao, Eunyee Koh, Claudio T. Silva, Juliana Freire
  • Adobe Research icon AI & Machine Learning

Publication date: January 15, 2020

Dis-entangling Mixture of Interventions on a Causal Bayesian Network Using Aggregate Observations

Ninth International Workshop on Statistical Relational AI at 34th AAAI Conference on Artificial Intelligence (AAAI)

Gaurav Sinha, Ayush Chauhan, Aurghya Maiti*, Naman Poddar*, Pulkit Goel*
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: January 5, 2020

Predicting Outcomes in Limited-Overs Cricket Matches

COMAD/CODS

Natwar Modani, Manoj Kilaru, Anjan Kaur, Ritwik Sinha, Harsh Khetan
  • Adobe Research icon AI & Machine Learning

Publication date: January 1, 2020

Arbitrary Style Transfer Using Neurally-Guided Patch-Based Synthesis

Computers & Graphics (CAG 2020)

Ondřej Texler, David Futschik, Jakub Fišer, Michal Lukáč, Jingwan (Cynthia) Lu, Eli Shechtman, Daniel Sýkora
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: January 1, 2020

Approximate Maximum Matching in Random Streams

Proceedings of the Thirty-First Annual ACM-SIAM Symposium on Discrete Algorithms (SODA)

Alireza Farhadi, MohammadTaghi Hajiaghayi, Tung Mai, Anup Rao, Ryan A. Rossi
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: December 17, 2019

Real-Time Multi-person Motion Capture from Multi-view Video

International Journal on Computer Vision (IJCV)

Charles Malleson, John Collomosse, Adrian Hilton
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: December 13, 2019

How Many Glances? Modeling Multi-duration Saliency

Workshop on Shared Visual Representations in Human and Machine Intelligence at NeurIPS (SVRHM)

Camilo Fosco, Anelise Newman, Patr Sukhum, Yun Bin Zhang, Aude Oliva, Zoya Bylinskii
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: December 11, 2019

A Scalable Data Augmentation and Training Pipeline for Logo Detection

IEEE ISM 2019

Han Guo, Vishy Swaminathan, Saayan Mitra
Best Paper Award
  • Adobe Research icon AI & Machine Learning
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