Publications

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: 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 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

Off-Policy Evaluation in Embedded Spaces

Causal Inference Challenges in Sequential Decision Making: Bridging Theory and Practice, A NeurIPS 2021 Workshop

Jaron J.R Lee, David Arbour, Georgios Theocharous
  • Adobe Research icon AI & Machine Learning

Publication date: December 13, 2021

Inspiration Retrieval for Visual Exploration

NeurIPS 2021 Workshop on Machine Learning for Creativity and Design

Nihal Jain, Praneetha Vaddamanu, Paridhi Maheshwari, Vishwa Vinay, Kuldeep Kulkarni
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence

Publication date: December 13, 2021

Gaudí: Conversational Interactions with Deep Representations to Generate Image Collections

NeurIPS 2021 Workshop on Machine Learning for Creativity and Design

Victor S. Bursztyn, Jennifer Healey, Vishwa Vinay
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: December 6, 2021

VPN: Video Provenance Network for Robust Content Attribution

International Conference on Computer Vision in Media Production (CVMP)

Alexander Black, Tu Bui, Simon Jenni, Vishy Swaminathan, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: December 3, 2021

Dance In the Wild: Monocular Human Animation with Neural Dynamic Appearance Synthesis

International Conference on 3D Vision 2021

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

Publication date: December 1, 2021

Firm dynamics and employee performance management in duopoly markets

Physica A: Statistical Mechanics and Its Applications

Prateksha Udhayanan, Swasti Shreya Mishra
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants

Publication date: November 16, 2021

NLP and Deep Learning Methods for Curbing the Spread of Misinformation in India

The International Journal of Intelligence, Security, and Public Affairs

Amber Nigam, Pragati Jaiswal, Saketh Sundar, Mukund Poddar, Nitya Kumar, Franck Dernoncourt, Leo A. Celi
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: November 10, 2021

TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts

New Frontiers in Summarization EMNLP Workshop 2021

Sajad Sotudeh, Hanieh Deilamsalehy, Franck Dernoncourt, Nazli Goharian
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: November 9, 2021

Learning Prototype Representations Across Few-Shot Tasks for Event Detection

EMNLP 2021

Viet Lai, Franck Dernoncourt, Thien Huu Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: November 9, 2021

QACE: Asking Questions to Evaluate an Image Caption

EMNLP 2021 Findings

Hwanhee Lee, Thomas Scialom, David Seunghyun Yoon, Franck Dernoncourt, Kyomin Jung
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: November 9, 2021

Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning

EMNLP 2021

Jianguo Zhang, Trung Bui, David Seunghyun Yoon, Xiang Chen, Zhiwei Liu, Congying Xia, Quan Hung Tran, Walter Chang, Philip Yu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: November 9, 2021

StreamHover: Livestream Transcript Summarization and Annotation

Empirical Methods in Natural Language Processing (EMNLP)

Sangwoo Cho, Franck Dernoncourt, Tim Ganter, Trung Bui, Nedim Lipka, Walter Chang, Hailin Jin, Jonathan Brandt, Hassan Foroosh, Fei Liu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: November 9, 2021

IGA: An Intent-Guided Authoring Assistant

EMNLP 2021

Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing
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