Publications

Publication date: March 28, 2022

One-pass algorithms for map inference of nonsymmetric determinantal point processes

International Conference on Machine Learning (ICML)

Aravind Reddy, Ryan A. Rossi, Zhao Song, Anup Rao, Tung Mai, Nedim Lipka, Gang Wu, Eunyee Koh, Nesreen Ahmed
  • Adobe Research icon AI & Machine Learning

Publication date: March 22, 2022

Larger visual changes compress time: The inverted effect of asemantic visual features on interval time perception

PloS one (Public Library of Science)

Sandra Malpica, Belen Masia, Laura Herman, Gordon Wetzstein, David M Eagleman, Diego Gutierrez, Zoya Bylinskii, Qi Sun
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Human Computer Interaction

Publication date: March 1, 2022

Leveraging Positional Information to Automatically Emphasize Key Portions of a Text

AAAI 2022 Workshop on Scientific Document Understanding

Sebastian Gehrmann, Franck Dernoncourt
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: February 28, 2022

CAISE: Conversational Agent for Image Search and Editing

AAAI 2022

Hyounghun Kim, Doo Soon Kim, David Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Mohit Bansal
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: February 22, 2022

Constraint Sampling Reinforcement Learning: Incorporating Expertise For Faster Learning

Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22)

Tong Mu, Georgios Theocharous, David Arbour, Emma Brunskill
  • Adobe Research icon AI & Machine Learning

Publication date: February 22, 2022

Entailment Relation Aware Paraphrase Generation

36th AAAI Conference on Artificial Intelligence

Abhilasha Sancheti, Rachel Rudinger, Balaji Vasan Srinivasan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: February 22, 2022

Conditional Generative Model based Predicate-Aware Query Approximation

AAAI Conference on Artificial Intelligence

Nikhil Sheoran, Subrata Mitra, Vibhor Porwal, Siddharth Ghetia, Jatin Varshney, Tung Mai, Anup Rao, Vikas Maddukuri
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Systems & Languages

Publication date: February 15, 2022

On Generalizing Static Node Embedding to Dynamic Settings

ACM International Conference on Web Search and Data Mining

Di Jin, Sungchul Kim, Ryan A. Rossi, Danai Koutra
  • Adobe Research icon AI & Machine Learning

Publication date: February 7, 2022

Scheduling ML Training on Unreliable Spot Instances

Proceedings of the 14th IEEE/ACM International Conference on Utility and Cloud Computing Companion (UCC)

Sheng Yang, Samir Khuller, Sunav Choudhary, Subrata Mitra, Kanak Mahadik
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Systems & Languages

Publication date: January 29, 2022

Efficient Decentralized Stochastic Gradient Descent Method for Nonconvex Finite-Sum Optimization Problems

AAAI Conference on Artificial Intelligence (AAAI)

Wenkang Zhan, Gang Wu, Hongchang Gao
  • Adobe Research icon AI & Machine Learning

Publication date: January 17, 2022

Backpropagation-Based Decoding for Multimodal Machine Translation

Frontiers in Artificial Intelligence

Ziyan Yang, Leticia Pinto-Alva, Franck Dernoncourt, Vicente Ordonez
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: January 10, 2022

Generating and Controlling Diversity in Image Search

WACV

Mehrab Tanjim, Ritwik Sinha, Krishna Kumar Singh, Sridhar Mahadevan, David Arbour, Moumita Sinha, Garrison W Cottrell
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: January 8, 2022

Instant Reality: Gaze-Contingent Perceptual Optimization for 3D Virtual Reality Streaming

IEEE VR

Shaoyu Chen, Budmonde Duinkharjav, Xin Sun, Li-Yi Wei, Stefano Petrangeli, Jose Echevarria, Claudio Silva, Qi Sun
  • Adobe Research icon AR, VR & 360 Photography

Publication date: January 4, 2022

CharacterGAN: Few-Shot Keypoint Character Animation and Reposing

WACV'22

Tobias Hinz, Matt Fisher, Oliver Wang, Eli Shechtman, Stefan Wermter
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: December 17, 2021

A Framework for Knowledge-Derived Query Suggestions

2021 IEEE International Conference on Big Data

Saed Rezayi, Nedim Lipka, Vishwa Vinay, Ryan A. Rossi, Franck Dernoncourt, Tracy King, Sheng Li
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: December 17, 2021

Generative Modelling of BRDF Textures from Flash Images

Siggraph Asia 2021

Philipp Henzler, Valentin Deschaintre, Niloy J. Mitra, Tobias Ritschel
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: December 17, 2021

Dynamic Neural Garments

ACM Transaction on Graphics (Proc. SIGGRAPH)

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

Publication date: December 15, 2021

An Inverse Procedural Modeling Pipeline for SVBRDF Maps

Transaction On Graphics (TOG), Siggraph 2022

Yiwei Hu, Chengan He, Valentin Deschaintre, Julie Dorsey, Holly Rushmeier
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: December 14, 2021

Pose with Style: Detail-Preserving Pose-Guided Image Synthesis with Conditional StyleGAN

Siggraph Asia 2021

Badour AlBahar, Jingwan (Cynthia) Lu, Jimei Yang, Zhixin Shu, Eli Shechtman, Jia-Bin Huang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: December 14, 2021

Autocomplete Repetitive Stroking with Image Guidance

SIGGRAPH Asia 2021 Technical Communications

Li-Yi Wei
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Human Computer Interaction
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