Publications

Publication date: June 12, 2018

Low-latency delivery of news-based video content

Proceedings of ACM Multimedia Systems Conference (ACM MMSys)

Jeroen van der Hooft, Dries Pauwels, Cedric De Boom, Stefano Petrangeli, Tim Wauters, Filip De Turck
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 6, 2018

Generating topic-oriented summaries using neural attention

16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)

Kundan Krishna, Balaji Vasan Srinivasan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: June 3, 2018

Harvesting Knowledge from Cultural Heritage Artifacts in Museums of India

22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2018)

Abhilasha Sancheti, Paridhi Maheshwari, Rajat Chaturvedi, Anish Monsy, Tanya Goyal, Balaji Vasan Srinivasan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: June 2, 2018

MIT-MEDG at SemEval-2018 Task 7: Semantic Relation Classification via Convolutional Neural Network

Proceedings of The 12th International Workshop on Semantic Evaluation

Di Jin, Franck Dernoncourt, Elena Sergeeva, Matthew McDermott, Geeticka Chauhan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: June 1, 2018

The Context-dependent Additive Recurrent Neural Net

Proceedings of NAACL-HLT 2018

Quan Hung Tran, Tuan Manh Lai, Gholamreza Haffari, Ingrid Zukerman, Trung Bui, Hung Bui
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: June 1, 2018

A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents

Proceedings of NAACL-HLT 2018

Arman Cohan, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Seokhwan Kim, Walter Chang, Nazli Goharian
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: May 31, 2018

Learning A Stroke-Based Representation for Fonts

Computer Graphics Forum (CGF)

Elena Balashova, Amit H. Bermano, Vladimir Kim, Stephen DiVerdi, Aaron Hertzmann, Thomas Funkhouser
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: May 31, 2018

ToonCap: A Layered Deformable Model for Capturing Poses From Cartoon Characters

Expressive

Xinyi Fan, Amit H. Bermano, Vladimir Kim, Jovan Popović, Szymon Rusinkiewicz
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: May 31, 2018

Quality of Experience-Centric Management of Adaptive Video Streaming Services: Status and Challenges

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)

Stefano Petrangeli, Jeroen Van Der Hooft, Tim Wauters, Tim Wauters
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: May 15, 2018

Tile-based Pattern Design with Topology Control

I3D 2018

Xiaojun Bian, Li-Yi Wei, Sylvain Lefebvre
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Human Computer Interaction

Publication date: May 11, 2018

A Repository of Corpora for Summarization

Eleventh International Conference on Language Resources and Evaluation (LREC)

Franck Dernoncourt, Mohammad Ghassemi, Walter Chang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: May 11, 2018

Transfer Learning for Named-Entity Recognition with Neural Networks

Eleventh International Conference on Language Resources and Evaluation (LREC)

Ji Young Lee, Franck Dernoncourt, Peter Szolovits
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: May 8, 2018

RepulsionPak: Deformation-Driven Element Packing with Repulsion Forces

Graphics Interface 2018

Reza Adhitya Saputra, Craig Kaplan, Paul Asente
Winner of the Michael A.J. Sweeney Award for Best Student Papers
  • Adobe Research icon Graphics (2D & 3D)

Publication date: May 7, 2018

PhotoshopQuiA: A Corpus of Non-Factoid Questions and Answers for Why-Question Answering

Proc. of LREC 2018

Andrei Dulceanu, Thang Le Dinh, Walter Chang, Trung Bui, Doo Soon Kim, Manh Chien Vu, Seokhwan Kim
  • Adobe Research icon Natural Language Processing

Publication date: May 7, 2018

Edit me: A Corpus and a Framework for Understanding Natural Language Image Editing

Proc. of LREC 2018

Ramesh Manuvinakurike, Jacqueline Brixey, Trung Bui, Walter Chang, Doo Soon Kim, Ron Artstein, Kallirroi Georgila
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: May 3, 2018

Sparse Decomposition for Time Series Forecasting and Anomaly Detection

Proceedings of the 2018 SIAM International Conference on Data Mining (SDM)

Sunav Choudhary, Gaurush Hiranandani, Shiv Saini
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: May 1, 2018

Combining Knowledge and Reasoning through Probabilistic Soft Logic for Image Puzzle Solving

Uncertainty in Artificial Intelligence 2018

Somak Aditya, Yezhou Yang, Chitta Baral, Yiannis Aloimonos
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: April 30, 2018

Generalizing Across Domains via Cross-Gradient Training

ICLR

Shiv Shankar, Vihari Piratla, Soumen Chakrabarti, Siddhartha Chaudhuri, Preethi Jyothi, Sunita Sarawagi
  • Adobe Research icon AI & Machine Learning

Publication date: April 27, 2018

Higher-Order Network Representation Learning

Proceedings of the 27th International Conference Companion on World Wide Web (WWW)

Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh
  • Adobe Research icon AI & Machine Learning

Publication date: April 27, 2018

Deep Inductive Network Representation Learning

Proceedings of the 3rd International Workshop on Learning Representations for Big Networks (WWW BigNet)

Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed
  • Adobe Research icon AI & Machine Learning
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