Adobe Research » Publications

Publication date: December 20, 2022

PoseCoach: A Customizable Analysis and Visualization System for Video-based Running Coaching

TVCG

Jingyuan Liu, Nazmus Saquib, Zhutian Chen, Rubaiat Habib, Li-Yi Wei, Hongbo Fu, Chiew-Lan Tai

AR, VR & 360 Photography
Computer Vision, Imaging & Video
Human Computer Interaction

Publication date: December 16, 2022

Root Cause Analysis of Failures in Microservices through Causal Discovery

Advances in Neural Information Processing Systems (Neurips)

Azam Ikram, Sarthak Chakraborty, Subrata Mitra, Shiv Saini, Saurabh Bagchi, Murat Kocaoglu

AI & Machine Learning
Systems & Languages

Publication date: December 14, 2022

Automated Acoustic Monitoring Captures Timing and Intensity of Bird Migration

Journal of Applied Ecology

Benjamin M. Van Doren, Vincent Lostanlen, Aurora Cramer, Justin Salamon, Adriaan Dokter, Steve Kelling, Juan Pablo Bello, Andrew Farnsworth

AI & Machine Learning
Audio

Publication date: December 11, 2022

Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations

EMNLP 2022

Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: December 11, 2022

Multilingual SubEvent Relation Extraction: A Novel Dataset and Structure Induction Method

Findings of EMNLP 2022

Viet Dac Lai, Hieu Man, Linh Ngo, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: December 11, 2022

MEE: A Novel Multilingual Event Extraction Dataset

EMNLP 2022

Amir Pouran Ben Veyseh, Javid Ebrahimi, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: December 11, 2022

DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents

Findings of EMNLP 2022

Puneet Mathur, Mihir Goyal, Ramit Sawhney, Ritik Mathur, Jochen L. Leidner, Franck Dernoncourt, Dinesh Manocha

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: December 11, 2022

Simple Questions Generate Named Entity Recognition Datasets

EMNLP 2022

Hyunjae Kim, Jaehyo Yoo, David Seunghyun Yoon, Jinhyuk Lee, Jaewoo Kang

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: December 11, 2022

Factual Error Correction for Abstractive Summaries Using Entity Retrieval

EMNLP 2022 GEM Workshop

Hwanhee Lee, Cheoneum Park, David Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Juae Kim, Kyomin Jung

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: December 7, 2022

Curriculum-guided Abstractive Summarization for Mental Health Online Posts

EMNLP 2022 LOUHI Workshop

Sajad Sotudeh, Nazli Goharian, Hanieh Deilamsalehy, Franck Dernoncourt

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: December 7, 2022

Few-Shot Cross-Lingual Learning for Event Detection

EMNLP 2022 Multilingual Representation Learning workshop

Luis Guzman Nateras, Viet Lai, Franck Dernoncourt, Thien Nguyen

Best paper runner-up

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: December 7, 2022

Agent-specific Deontic Modality Detection in Legal Language

Empirical Methods in Natural Language Processing (EMNLP)

Abhilasha Sancheti, Aparna Garimella, Balaji Vasan Srinivasan, Rachel Rudinger

Content Intelligence
Document Intelligence
Natural Language Processing

Publication date: December 6, 2022

Green Coordinates for Triquad Cages in 3D

SIGGRAPH Asia 2022

Jean Thiery, Tamy Boubekeur

Graphics (2D & 3D)

Publication date: December 6, 2022

MIPNet: Neural Normal-to-Anisotropic-Roughness MIP Mapping

ACM Transactions on Graphics (Proc. SIGGRAPH Asia 2022)

Alban Gauthier, Robin Faury, Jérémy Levallois, Théo Thonat, Jean Thiery, Tamy Boubekeur

AI & Machine Learning
Graphics (2D & 3D)

Publication date: December 2, 2022

Improving cross-modal attention via object detection

NeurIPS 2022 Workshop on All Things Attention

Yongil Kim, Yerin Hwang, David Seunghyun Yoon, Hyeongu Yun, Kyomin Jung

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: December 1, 2022

TileGen: Tileable, Controllable Material Generation and Capture

Siggraph Asia 2022

Xilong Zhou, Miloš Hašan, Valentin Deschaintre, Paul Guerrero, Kalyan Sunkavalli, Nima Kalantari

AI & Machine Learning
Graphics (2D & 3D)

Publication date: December 1, 2022

Readability Research: An Interdisciplinary Approach

Foundations and Trends in Human–Computer Interaction

Sofie Beier, Sam Berlow, Esat Boucaud, Zoya Bylinskii, Tianyuan Cai, Jenae Cohn, Kathy Crowley, Stephanie L. Day, Tilman Dingler, Jonathan Dobres, Jennifer Healey, Rajiv Jain, Marjorie Jordan, Bernard Kerr, Qisheng Li, Dave B. Miller, Susanne Nobles, Alexandra Papoutsaki, Jing Qian, Tina Rezvanian, Shelley Rodrigo, Ben D. Sawyer, Shannon M. Sheppard, Bram Stein, Rick Trietman, Jen Vanek, Shaun Wallace, Benjamin Wolfe

Document Intelligence
Human Computer Interaction
Natural Language Processing

Publication date: November 21, 2022

Demographic-Aware Language Model Fine-tuning as a Bias Mitigation Technique

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (AACL-IJCNLP 2022)

Aparna Garimella, Akhash Amarnath, Rada Mihalcea

Content Intelligence
Natural Language Processing

Publication date: November 2, 2022

CrossA11y: Identifying Video Accessibility Issues via Cross-modal Grounding

UIST 2022

Xingyu "Bruce" Liu, Ruolin Wang, Dingzeyu Li, Xiang "Anthony" Chen, Amy Pavel

Best Paper Award

AI & Machine Learning
Audio
Computer Vision, Imaging & Video
Human Computer Interaction

Publication date: October 28, 2022

Project Primrose: Reflective Light-Diffuser Modules for Non-Emissive Flexible Display Systems

ACM Symposium on User Interface Software and Technology (UIST)

Christine Dierk, TJ Rhodes, Gavin Miller

Human Computer Interaction

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