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 17, 2022

Collaborative Filtering Guided Deep Reinforcement Learning for Sequential Recommendations

IEEE Initernational Conference on Big Data

Vahid Azizi, Saayan Mitra, Xiang Chen

AI & Machine Learning

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 13, 2022

A reality check of positioning in multiuser mobile augmented reality: Measurement and analysis

The ACM International Conference on Multimedia in Asia (MMAsia)

Na Wang, Haoliang Wang, Stefano Petrangeli, Vishy Swaminathan, Fei Li, Songqing Chen

AR, VR & 360 Photography

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 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 8, 2022

A Hybrid Rigid and Non-Rigid Motion Approximation for Generating Realistic Listening Behavior Videos

Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP)

Swasti Shreya Mishra, Kumar Shubham, Dinesh Babu Jayagopi

Computer Vision, Imaging & Video
Graphics (2D & 3D)

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 5, 2022

Contextualized Styling of Images for Web Interfaces using Reinforcement Learning

IEEE International Symposium on Multimedia (ISM)

Pooja Guhan, Saayan Mitra, Somdeb Sarkhel, Stefano Petrangeli, Ritwik Sinha, Vishy Swaminathan, Aniket Bera, Dinesh Manocha

AI & Machine Learning
Content Intelligence

Publication date: December 5, 2022

Towards Accurate Positioning in Multiuser Augmented Reality on Mobile Devices

IEEE International Symposium on Multimedia (ISM)

Na Wang, Haoliang Wang, Stefano Petrangeli, Vishy Swaminathan, Fei Li, Songqing Chen

AR, VR & 360 Photography

Publication date: December 5, 2022

Task-Oriented Near-Lossless Burst Compression

IEEE International Symposium on Multimedia (ISM)

Weixin Jiang, Gang Wu, Vishy Swaminathan, Stefano Petrangeli, Haoliang Wang, Ryan A. Rossi, Nedim Lipka

AI & Machine Learning
Computer Vision, Imaging & Video

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