Adobe Research » Publications

Publication date: June 17, 2024

FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication

CVPR 2024

Eric Slyman, Stefan Lee, Scott Cohen, Kushal Kafle

Computer Vision, Imaging & Video
Natural Language Processing

Publication date: June 17, 2024

Building Vision-Language Models on Solid Foundations with Masked Distillation

CVPR 2024

Sepehr Sameni, Kushal Kafle, Hao Tan, Simon Jenni

Computer Vision, Imaging & Video
Natural Language Processing

Publication date: June 17, 2024

IMPRINT: Generative Object Compositing by Learning Identity-Preserving Representation

CVPR 2024

Yizhi Song, Zhifei Zhang, Zhe Lin, Scott Cohen, Brian Price, Jianming Zhang, Soo Ye Kim, He Zhang, Wei Xiong, Daniel Aliaga, Price

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 17, 2024

AT-EDM: Attention-Driven Training-Free Efficiency Enhancement of Diffusion Models

CVPR 2024

Hongjie Wang, Difan Liu, Yan Kang, Yijun Li, Zhe Lin, Niraj K. Jha, Yuchen Liu

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 17, 2024

InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning

Conference on Computer Vision and Pattern Recognition (CVPR)

Jing Shi, Wei Xiong, Zhe Lin, Hyun Joon Jung

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

Publication date: June 17, 2024

ALPS: An Adaptive Learning, Priority OS Scheduler for Serverless Functions

USENIX ATC 2024

Yuqi Fu, Ruizhe Shi, Haoliang Wang, Songqing Chen, Yue Cheng

Systems & Languages

Publication date: June 16, 2024

PEEB: Part-based Image Classifiers with an Explainable and Editable Language Bottleneck

NAACL 2024 Findings

Thang M. Pham, Peijie Chen, Tin Nguyen, David Seunghyun Yoon, Trung Bui, Anh Nguyen

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

Publication date: June 16, 2024

PARASOL: Parametric Style Control for Diffusion Image Synthesis

Computer Vision and Pattern Recognition (CVPRW) Workshop on Women in Computer Vision (WiCV)

Gemma Canet Tarres, Dan Ruta, Tu Bui, John Collomosse

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence

Publication date: June 11, 2024

Bias and Fairness in Large Language Models: A Survey

Computational Linguistics 2024

Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow, Md Mehrab Tanjim, Sungchul Kim, Franck Dernoncourt, Tong Yu, Ruiyi Zhang, Nesreen K. Ahmed

AI & Machine Learning
Natural Language Processing

Publication date: June 9, 2024

R2D2: Reducing Redundancy and Duplication in Data Lakes

International Conference on Management of Data (SIGMOD)

Koyel Mukherjee, Raunak shah, Atharv Tyagi, Sai Keerthana Karnam, Dhruv Joshi, Shivam Bhosale, Subrata Mitra

Data Intelligence
Systems & Languages

Publication date: June 1, 2024

Post-Hoc Answer Attribution for Grounded and Trustworthy Long Document Comprehension: Task, Insights, and Challenges

13th Joint Conference on Lexical and Computational Semantics (*SEM 2024)

Abhilasha Sancheti, Koustava Goswami, Balaji Vasan Srinivasan

Natural Language Processing

Publication date: May 30, 2024

Flow: Per-instance Personalized Federated Learning

Proceedings of the 37th International Conference on Neural Information Processing Systems (NeurIPS)

Kunjal Panchal, Sunav Choudhary, Nisarg Parikh, Lijun Zhang, Hui Guan

AI & Machine Learning
Systems & Languages

Publication date: May 27, 2024

Interaction Techniques for Exploratory Data Visualization on Mobile Devices

EuroVis 2024 (short paper)

Luke S. Snyder, Ryan A. Rossi, Eunyee Koh, Jeffrey Heer, Jane Hoffswell

Human Computer Interaction

Publication date: May 25, 2024

OATS: A Challenge Dataset for Opinion Aspect Target Sentiment Joint Detection for Aspect-Based Sentiment Analysis

LREC-COLING 2024

Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: May 25, 2024

DocScript: New Task, Dataset, and Models for Document-level Script Event Prediction

LREC-COLING 2024

Puneet Mathur, Vlad Morariu, Aparna Garimella, Franck Dernoncourt, Jiuxiang Gu, Ramit Sawhney, Preslav Nakov, Dinesh Manocha, Rajiv Jain

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: May 25, 2024

Hierarchical Selection of Important Context for Generative Event Causality Identification with Optimal Transports

LREC-COLING 2024

Hieu Man, Chien Nguyen, Nghia Ngo, Linh Ngo, Franck Dernoncourt, Thien Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: May 25, 2024

CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages

LREC-COLING 2024

Thuat Nguyen, Chien Nguyen, Viet Lai, Hieu Man, Nghia Ngo, Franck Dernoncourt, Ryan A. Rossi, Thien Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: May 13, 2024

Epigraphics: Message-Driven Infographics Authoring

ACM Human Factors in Computing Systems (CHI 2024)

Tongyu Zhou, Jeff Huang, Gromit Yeuk-Yin Chan

Best Paper Honorable Mention Award

AI & Machine Learning
Human Computer Interaction
Natural Language Processing

Publication date: May 12, 2024

MoiréWidgets: High-Precision, Passive Tangible Interfaces via Moiré Effect

ACM CHI Conference on Human Factors in Computing Systems, CHI

Daniel Campos Zamora, Doga Dogan, Alexa Siu, Eunyee Koh, Chang Xiao

Human Computer Interaction

Publication date: May 11, 2024

iPose: Interactive Human Pose Reconstruction from Video

CHI 2024

Jingyuan Liu, Li-Yi Wei, Ariel Shamir, Takeo Igarashi

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

1 … 4 5 6 7 8 9 10 … 115