Publications

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

Publication date: December 14, 2021

Tessellation-Free Displacement Mapping for Ray Tracing

ACM Transactions on Graphics (SIGGRAPH Asia 2021)

Théo Thonat, François Beaune, Xin Sun, Nathan Carr, Tamy Boubekeur
  • Adobe Research icon Graphics (2D & 3D)

Publication date: December 14, 2021

Path graphs: iterative path space filtering

ACM Transactions on Graphics (SIGGRAPH Asia 2021)

Xi Deng, Milos Hasan, Nathan Carr, Zexiang Xu, Steve Marschner
  • 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

Publication date: November 8, 2021

Deep Embeddings and Section Fusion Improve Music Segmentation

International Society for Music Information Retrieval Conference (ISMIR)

Justin Salamon, Oriol Nieto, Nicholas J. Bryan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: November 8, 2021

Controllable deep melody generation via hierarchical music representation

International Society for Music Information Retrieval Conference

Shuqi Dai, Zeyu Jin, Celso Gomes, Roger B. Dannenberg
  • Adobe Research icon Audio

Publication date: November 8, 2021

Emotion Embedding Spaces for Matching Music to Stories

International Society for Music Information Retrieval Conference (ISMIR)

Minz Won, Justin Salamon, Nicholas J. Bryan, Gautham Mysore, Xavier Serra
Best Student Paper Award
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: November 7, 2021

ClauseRec: A Clause Recommendation Framework for AI-aided Contract Authoring

Empirical Methods in Natural Language Processing (EMNLP)

Vinay Aggarwal, Aparna Garimella, Balaji Vasan Srinivasan, Anandhavelu Natarajan, Rajiv Jain
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing
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