Publications

Publication date: April 10, 2019

Stuck? No worries!: Task-aware Command Recommendation and Proactive Help for Analysts

ACM Conference on User Modeling, Adaptation and Personalization (UMAP ’19)

Aadhavan M. Nambhi, Bhanu Prakash Reddy Guda, Aarsh Prakash Agarwal, Gaurav Verma, Harvineet Singh, Iftikhar Ahamath Burhanuddin
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Intelligent Agents & Assistants

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 8, 2019

Optimizing Adaptive Tile-Based Virtual Reality Video Streaming

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

Jeroen van der Hooft, Maria Torres Vega, Stefano Petrangeli, Tim Wauters, Filip De Turck
  • 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

Fusing Visual and Inertial Sensors with Semantics for 3D Human Pose Estimation

International Journal of Computer Vision (IJCV)

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

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 23, 2019

Streaming a Sequence of Textures for Adaptive 3D Scene Delivery

Proceedings of IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR)

Gwendal Simon, Stefano Petrangeli, Nathan Carr, Vishy Swaminathan
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

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 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 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: March 6, 2019

Motion parallax for 360° RGBD video

IEEE Virtual Reality / Transactions on Visualization and Computer Graphics (TVCG)

A. Serrano, I. Kim, Z. Chen, Stephen DiVerdi, D. Gutierrez, Aaron Hertzmann, B. Masia
Best Journal Paper Nominee
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: March 1, 2019

Saliency driven image manipulation

ACM Machine Vision Applications

Roey Mechrez, Eli Shechtman, Lihi Zelnik-Manor
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: February 19, 2019

Quality Assessment for Adaptive Virtual Reality Video Streaming: A Probabilistic Approach on the User’s Gaze

Proceedings of International Workshop on Quality of Experience Management

Jeroen van der Hooft, Maria Torres Vega, Stefano Petrangeli, Tim Wauters, Filip De Turck
  • Adobe Research icon Computer Vision, Imaging & Video

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 10, 2019

Recent Advances in Music Signal Processing

IEEE Signal Processing Magazine

Meinard Mueller, Bryan Pardo, Gautham Mysore, Vesa Valimaki
  • Adobe Research icon Audio
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