Adobe Research » Publications

Publication date: August 6, 2023

Fast Complementary Dynamics via Skinning Eigenmodes

Transactions on Graphics (SIGGRAPH journal track)

Otman Benchekroun, Jiayi Eris Zhang, Siddhartha Chaudhuri, Eitan Grinspun, Yi Zhou, Alec Jacobson

Graphics (2D & 3D)

Publication date: August 6, 2023

DyGen: Learning from Noisy Labels via Dynamics-Enhanced Generative Modeling

KDD 2023

Yuchen Zhuang, Yue Yu, Lingkai Kong, Xiang Chen, Chao Zhang

AI & Machine Learning
Natural Language Processing

Publication date: August 4, 2023

User-Regulation Deconfounded Conversational Recommender System with Bandit Feedback

ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Yu Xia, Junda Wu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Shuai Li

AI & Machine Learning

Publication date: August 1, 2023

PhotoMat: A Material Generator Learned from Single Flash Photos

Siggraph 2023

Xilong Zhou, Miloš Hašan, Valentin Deschaintre, Paul Guerrero, Yannick Hold-Geoffroy, Kalyan Sunkavalli, Nima Khademi Kalantari

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

Publication date: August 1, 2023

Materialistic: Selecting Similar Materials in Images

Siggraph 2023

Prafull Sharma, Julien Philip, Michaël Gharbi, William T Freeman, Fredo Durand, Valentin Deschaintre

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

Publication date: August 1, 2023

The Visual Language of Fabrics

Siggraph 2023

Valentin Deschaintre, Julia Guerrero-Viu, Diego Gutierrez, Tamy Boubekeur, Belen Masia

AI & Machine Learning
Graphics (2D & 3D)
Natural Language Processing

Publication date: August 1, 2023

Generating Procedural Materials from Text or Image Prompts

Siggraph 2023

Yiwei Hu, Paul Guerrero, Miloš Hašan, Holly Rushmeier, Valentin Deschaintre

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

Publication date: July 23, 2023

MesoGen: Designing Procedural On-surface Stranded Mesostructures

SIGGRAPH 2023

Élie Michel, Tamy Boubekeur

Graphics (2D & 3D)

Publication date: July 23, 2023

Polynomial 2D Green Coordinates for Polygonal Cages

SIGGRAPH 2023

Élie Michel, Jean Thiery

Graphics (2D & 3D)

Publication date: July 23, 2023

Flash: Concept Drift Adaptation in Federated Learning

Proceedings of the 40th International Conference on Machine Learning (ICML)

Kunjal Panchal, Sunav Choudhary, Subrata Mitra, Koyel Mukherjee, Somdeb Sarkhel, Saayan Mitra, Hui Guan

AI & Machine Learning
Systems & Languages

Publication date: July 17, 2023

Meta-Personalizing Vision-Language Models to Find Named Instances in Video

Computer Vision and Pattern Recognition (CVPR)

Chun-Hsiao Yeh, Bryan Russell, Josef Sivic, Fabian Caba Heilbron, Simon Jenni

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: July 14, 2023

Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training

Findings of ACL 2023

Amir Pouran Ben Veyseh, Franck Dernoncourt, Bonan Min, Thien Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: July 14, 2023

SCCS: Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment

Findings of ACL 2023

Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Bo Li, Ding Zhao and Hailin Jin

AI & Machine Learning
Content Intelligence
Natural Language Processing

Publication date: July 14, 2023

Hybrid Knowledge Transfer for Improved Cross-Lingual Event Detection via Hierarchical Sample Selection

ACL 2023

Luis Fernando Guzman Nateras, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: July 14, 2023

MeetingBank: A Benchmark Dataset for Meeting Summarization

ACL 2023

Yebowen Hu, Tim Ganter, Hanieh Deilamsalehy, Franck Dernoncourt, Hassan Foroosh, Fei Liu

AI & Machine Learning
Content Intelligence
Natural Language Processing

Publication date: July 10, 2023

MeetingQA: Extractive Question-Answering on Meeting Transcripts

ACL 2023

Archiki Prasad, Trung Bui, David Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Mohit Bansal

AI & Machine Learning
Computer Vision, Imaging & Video
Natural Language Processing

Publication date: July 10, 2023

Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations

ACL 2023

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

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: July 1, 2023

Floaters No More: Radiance Field Gradient Scaling for Improved Near-Camera Training

EGSR 2023

Julien Philip, Valentin Deschaintre

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

Publication date: June 23, 2023

Reinforced approximate exploratory data analysis

Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)

Shaddy Garg, Subrata Mitra, Tong Yu, Yash Gadhia, Arjun Kashettiwar

AI & Machine Learning
Data Intelligence
Systems & Languages

Publication date: June 22, 2023

Scaling up GANs for Text-to-Image Synthesis

Computer Vision and Pattern Recognition (CVPR'23)

Minguk Kang, Jun-Yan Zhu, Richard Zhang, Jaesik Park, Eli Shechtman, Sylvain Paris, Taesung Park

Highlight

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

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