Publications

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

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 7, 2019

Spatial Knowledge Distillation to Aid Visual Reasoning

2019 IEEE Winter Conference on Applications of Computer Vision (WACV)

Somak Aditya, Rudra Saha, Yezhou Yang, Chitta Baral
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: January 4, 2019

Visualizing Uncertainty and Alternatives in Event Sequence Predictions

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2019)

Shunan Guo, Fan Du, Sana Malik, Eunyee Koh, Sungchul Kim, Leo Zhicheng Liu, Donghyun Kim, Hongyuan Zha, Nan Cao
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Human Computer Interaction

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 24, 2018

In-painting of Wide-baseline Multiple Viewpoint Video

IEEE Transactions on Visualization and Computer Graphics (TVCG)

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

Publication date: December 17, 2018

Supervised Transfer Learning for Product Information Question Answering

Proc. of ICMLA

Tuan Manh Lai, Trung Bui, Nedim Lipka, Sheng Li
  • Adobe Research icon Intelligent Agents & Assistants

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

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
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