Publications

Publication date: April 9, 2019

Generating summaries tailored to target characteristics

20th International Conference on Intelligent Text Processing and Computational Linguistics

Kushal Chawla, Hrituraj Singh, Arijit Pramanik, Mithlesh Kumar, Balaji Vasan Srinivasan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: April 8, 2019

QoE-Centric Network-Assisted Delivery of Adaptive Video Streaming Services

Proceedings of IEEE International Symposium on Integrated Network Management (IEEE IM)

Stefano Petrangeli, Tim Wauters, Filip De Turck
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: April 7, 2019

Understanding Blogs through the Lens of Readers’ Comments

International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2019)

Abhilasha Sancheti, Natwar Modani, Gautam Choudhary, Chintha Priyadarshini, Sai Sandeep Moparthi
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: April 1, 2019

Learning a Generative Model for Multi-Step Human–Object Interactions from Videos

Eurographics 2019

He Wang, Soeren Pirk, Ersin Yumer, Vladimir (Vova) Kim, Ozan Sener, Srinath Sridhar, Leonidas J. Guibas
Best Paper Honorable Mention
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: March 20, 2019

Content-based Layout Optimization

ACM IUI Workshop on Exploratory Search and Interactive Data Analytics

Balaji Vasan Srinivasan, Vishwa Vinay, Niyati Chhaya
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Natural Language Processing

Publication date: March 20, 2019

Mentor Pattern Identification from Product Usage Logs

23rd Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining (PAKDD)

Ankur Garg, Aman Kharb, Yash H. Malviya, J. P. Sagar, Atanu R Sinha, Iftikhar Ahamath Burhanuddin, Sunav Choudhary
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Intelligent Agents & Assistants

Publication date: March 17, 2019

Metrics based Content Layouting

24th ACM International Conference on Intelligent User Interfaces (IUI Poster)

Balaji Vasan Srinivasan, Vishwa Vinay, Niyati Chhaya
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Natural Language Processing

Publication date: March 16, 2019

Exemplar based Experience Transfer

24th ACM International Conference on Intelligent User Interfaces (IUI 2019)

Paridhi Maheshwari, Nitish Bansal, Surya Dwivedi, Rohan Kumar, Pranav Maneriker, Balaji Vasan Srinivasan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Human Computer Interaction

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
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