Adobe Research » Publications

Publication date: May 3, 2021

Deep Detail Enhancement for Any Garment

Eurographics 2021.

Meng Zhang, Tuanfeng Y. Wang, Duygu Ceylan, Niloy J. Mitra

Honorable Mention Best Paper Award

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: April 29, 2021

Provable distributed stochastic gradient descent with delayed updates

SIAM International Conference on Data Mining (SDM)

Hongchang Gao, Gang Wu, Ryan A. Rossi

AI & Machine Learning

Publication date: April 20, 2021

User Factor Adaptation for User Embedding via Multitask Learning

EACL 2021 Workshop on Domain Adaptation for NLP

Xiaolei Huang, Michael J. Paul, Franck Dernoncourt, Robin Burke, Mark Dredze

AI & Machine Learning
Data Intelligence
Natural Language Processing

Publication date: April 20, 2021

MadDog: A Web-based System for Acronym Identification and Disambiguation

EACL 2021 System Demonstrations

Amir Pouran Ben Veyseh, Franck Dernoncourt, Walter Chang, Thien Huu Nguyen

Best Paper Award

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: April 19, 2021

DRAG: Director-Generator Language Modelling Framework for Non-Parallel Author Stylized Rewriting

EACL 2021

Hrituraj Singh, Gaurav Verma, Aparna Garimella, Balaji Vasan Srinivasan

AI & Machine Learning
Natural Language Processing

Publication date: April 19, 2021

EmpathBERT: A BERT-based Framework for Demographic-aware Empathy Prediction

EACL 2021

Bhanu Prakash Reddy Guda, Aparna Garimella, Niyati Chhaya

AI & Machine Learning
Natural Language Processing

Publication date: April 13, 2021

Non-Linear Video Consumption Using Multimodal Fragments

ACM Conference on Intelligent User Interfaces (ACM IUI)

Gaurav Verma, Tricky Nalamada, Keerti Harpavat, Pranav Goel, Aman Mishra, Balaji Vasan Srinivasan

Computer Vision, Imaging & Video
Human Computer Interaction

Publication date: March 10, 2021

Comprehensive Cell Phenotyping Method for Whole-Brain Tissue Mapping Using Highly Multiplexed Immunofluorescence Imaging

Nature Communications

Dragan Maric, Jahandar Jahanipour, Rebecca LI, Aditi Singh, Aryan Mobiny, Hien Van Nguyen, Andrea Sedlock, Kedar Grama & Badrinath Roysam

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: March 8, 2021

Data-Sharing Economy: Value-Addition from Data meets Privacy

WSDM '21: ACM International Conference on Web Search and Data Mining

Piyush Bagad, Subrata Mitra, Sunny Dhamnani, Atanu R Sinha, Raunak Gautam, Haresh Khanna

AI & Machine Learning
Data Intelligence

Publication date: February 24, 2021

Learning to Detect Incongruence in News Headline and Body Text via a Graph Neural Network

IEEE Access

David Seunghyun Yoon, Kunwoo Park, Minwoo Lee, Taegyun Kim, Meeyoung Cha, Kyomin Jung

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: February 21, 2021

ICPR 2020 – Competition on Harvesting Raw Tables from Infographics

ICPR 2021

Chris Tensmeyer, Sumit Shekhar, Hrituraj Singh, Kenny Davila, Srirangaraj Setlur, Venu Govindaraju

AI & Machine Learning
Document Intelligence

Publication date: February 9, 2021

Interaction Matching for Long-Tail Multi-Label Classification

AAAI 2021 Workshop on Scientific Document Understanding

Sean Macavaney, Franck Dernoncourt, Walter Chang, Nazli Goharian, Ophir Frieder

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: February 9, 2021

Acronym Identification and Disambiguation shared tasks for Scientific Document Understanding

AAAI 2021 Workshop on Scientific Document Understanding

Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Leo Anthony Celi

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: February 9, 2021

Scheduling of Time-Varying Workloads using Reinforcement Learning

35th AAAI Conference on Artificial Intelligence (AAAI)

Shanka Subhra Mondal, Nikhil Sheoran, Subrata Mitra

AI & Machine Learning
Systems & Languages

Publication date: February 8, 2021

Learning to Emphasize: Dataset and Shared Task Models for Selecting Emphasis in Presentation Slides

AAAI 2021 Workshop on Content Authoring and Design (CAD21)

Amirreza Shirani, Giai Tran, Hieu Trinh, Franck Dernoncourt, Nedim Lipka, Paul Asente, Jose Echevarria, Thamar Solorio

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: February 2, 2021

Scene Graph Embeddings Using Relative Similarity Supervision

35th AAAI Conference on Artificial Intelligence (AAAI 2021)

Paridhi Maheshwari, Ritwick Chaudhry, Vishwa Vinay

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence

Publication date: January 5, 2021

Revisiting Adaptive Convolutions for Video Frame Interpolation

IEEE Winter Conference on Applications of Computer Vision

Simon Niklaus, Long Mai, Oliver Wang

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: January 5, 2021

Learned Dual-View Reflection Removal

IEEE Winter Conference on Applications of Computer Vision

Simon Niklaus, Xuaner Zhang, Jonathan T. Barron, Neal Wadhwa, Rahul Garg, Feng Liu, Tianfan Xue

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: January 5, 2021

Fine-grained Foreground Retrieval Via Teacher-Student Learning

Winter Conference on Applications of Computer Vision (WACV'21)

Zongze Wu, Dani Lischinski, Eli Shechtman

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: January 5, 2021

Improved Techniques for Training Single-Image GANs

IEEE Winter Conference on Applications of Computer Vision (WACV)

Tobias Hinz, Matt Fisher, Oliver Wang, Stefan Wermter

AI & Machine Learning
Computer Vision, Imaging & Video

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