Publications

Publication date: February 11, 2019

Domain Switch-Aware Holistic Recurrent Neural Network for Modeling Multi-Domain User Behavior

WSDM '19 Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining

Donghyun Kim, Sungchul Kim, Handong Zhao, Sheng Li, Ryan A. Rossi, Eunyee Koh
  • Adobe Research icon AI & Machine Learning

Publication date: February 1, 2019

Learning Affective Correspondence between Music and Image

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019

Gaurav Verma, Eeshan Gunesh Dhekane, Tanaya Guha
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: January 28, 2019

Improving generation quality of pointer networks via guided attention

AAAI Workshop on Network Interpretability for Deep Learning

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

Publication date: January 27, 2019

Surveys Without Questions: A Reinforcement Learning Approach

33rd AAAI Conference on Artificial Intelligence (AAAI)

Atanu R Sinha, Deepali Jain, Nikhil Sheoran, Sopan Khosla, Reshmi Sasidharan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: January 8, 2019

Guided Image Inpainting: Replacing an Image Region by Pulling Content from Another Image

Winter Conference on Applications of Computer Vision (WACV) 2020

Yinan Zhao, Brian Price, Scott Cohen, Danna Gurari, Brian Price
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: January 1, 2019

GRAINS: Generative Recursive Autoencoders for INdoor Scenes

Transactions on Graphics

Manyi Li, Akshay Gadi Patil, Kai Xu, Siddhartha Chaudhuri, Owais Khan, Ariel Shamir, Changhe Tu, Baoquan Chen, Daniel Cohen-Or, Hao Zhang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: January 1, 2019

Estimation of Graphlet Counts in Massive Networks

IEEE Transactions on Neural Networks and Learning Systems (TNNLS)

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

Publication date: December 13, 2018

A Multimodal Dialogue System for Conversational Image Editing

Proc. of 2nd Conversational AI Workshop - NIPS

Tzu-Hsiang Lin, Trung Bui, Doo Soon Kim, Jean Oh
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: December 10, 2018

Dynamic Network Embeddings: From Random Walks to Temporal Random Walks

2018 IEEE International Conference on Big Data (Big Data)

Giang Nguyen, John Boaz Lee, Ryan A. Rossi, Nesreen Ahmed, Eunyee Koh, Sungchul Kim
  • Adobe Research icon AI & Machine Learning

Publication date: December 10, 2018

Trajectory-Based Viewport Prediction for 360-Degree Virtual Reality Videos

Proceedings of IEEE International Conference on Artificial Intelligence and Virtual Reality (IEEE AIVR)

Stefano Petrangeli, Gwendal Simon, Vishy Swaminathan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: December 10, 2018

Content-Based Effectiveness Prediction of Video Advertisements

IEEE ISM 2018

Qi Lou, Somdeb Sarkhel, Saayan Mitra, Vishy Swaminathan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Data Intelligence

Publication date: December 10, 2018

Relational Similarity Machines (RSM): A Similarity-based Learning Framework for Graphs

IEEE BigData

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

Publication date: December 10, 2018

Learning a Shared Shape Space for Multimodal Garment Design

ACM Transaction on Graphics (Proc. SIGGRAPH)

Tuanfeng Y. Wang, Duygu Ceylan, Jovan Popović, Niloy J. Mitra
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: December 10, 2018

Pythia: Improving Datacenter Utilization via Precise Contention Prediction for Multiple Co-located Workloads

In the Proceedings of the 19th ACM International Middleware Conference (Middleware 2018)

Ran Xu, Subrata Mitra, Jason Rahman, Peter Bai, Bowen Zhou, Greg Bronevetsky, Saurabh Bagchi
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Systems & Languages

Publication date: December 7, 2018

Reinforcement Learning with a Dynamic Action Set

Workshop on Continual Learning (NeurIPS 2018)

Yash Chandak, Georgios Theocharous, James Kostas, Philip Thomas
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: December 3, 2018

Self-Supervised Generation of Spatial Audio for 360° Video

Neural Information Processing Systems (NIPS)

Pedro Morgado, Nuno Vasconcelos, Tim Langlois, Oliver Wang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: December 3, 2018

Scalar Posterior Sampling with Applications

Neural Information Processing Systems (NeurIPS 2018)

Georgios Theocharous, Zheng Wen, Yasin Abbasi-Yadkori, Nikos Vlassis
  • Adobe Research icon AI & Machine Learning

Publication date: December 3, 2018

Deep Functional Dictionaries: Learning Consistent Semantic Structures on 3D Models from Functions

Neural Information Processing Systems (NeurIPS)

Minhyuk Sung, Hao Su, Ronald Yu, Leonidas Guibas
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: December 2, 2018

A Comparison Study of Human Evaluated Automated Highlighting Systems

PACLIC

Sasha Spala, Franck Dernoncourt, Walter Chang, Carl Dockhorn
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: December 2, 2018

Deep Manifold Alignment for Mid-grain Sketch based Image Retrieval

Asian Conference on Computer Vision (ACCV). 2018.

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