Adobe Research » Publications

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: February 2, 2024

Multi-Modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation

International Conference on Multimedia Modeling

Linzi Xing, Quan Hung Tran, Fabian Caba Heilbron, Franck Dernoncourt, David Seunghyun Yoon, Zhaowen Wang, Trung Bui, Giuseppe Carenini

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

Publication date: December 18, 2023

Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification

2023 IEEE International Conference on Big Data

Zhongfen Deng, David Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Quan Hung Tran, Shuaiqi Liu, Wenting Zhao, Tao Zhang, Yibo Wang, Philip Yu

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: December 12, 2023

RMIP: Displacement ray tracing via inversion and oblong bounding

SIGGRAPH Asia 2023

Théo Thonat, Iliyan Georgiev, François Beaune, Tamy Boubekeur

Graphics (2D & 3D)

Publication date: December 10, 2023

Perturbation Robust Metric for Multi-Lingual Image Captioning

Findings of EMNLP 2023

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

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

Publication date: December 10, 2023

Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback

EMNLP 2023 Demonstrations

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

AI & Machine Learning
Natural Language Processing

Publication date: December 10, 2023

ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning

Findings of EMNLP 2023

Viet Dac Lai, Nghia Trung Ngo, Amir Pouran Ben Veyseh, Hieu Man, Franck Dernoncourt, Trung Bui, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: December 6, 2023

Outage-Watch: Early Prediction of Outages using Extreme Event Regularizer

Foundations of Software Engineering (ESEC/FSE)

Shubham Agarwal, Sarthak Chakraborty, Shaddy Garg, Shiv Saini

AI & Machine Learning
Data Intelligence
Systems & Languages

Publication date: November 4, 2023

A Review of Datasets for Aspect-based Sentiment Analysis

IJCNLP-AACL 2023

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

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: November 1, 2023

TaleStream: Supporting Story Ideation with Trope Knowledge

UIST 2023

Jean-Peïc Chou, Maneesh Agrawala, Alexa F Siu, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt

AI & Machine Learning
Document Intelligence
Human Computer Interaction
Intelligent Agents & Assistants
Natural Language Processing

Publication date: October 29, 2023

Automated Conversion of Music Videos into Lyric Videos

UIST 2023

Jiaju Ma, Anyi Rao, Li-Yi Wei, Rubaiat Habib, Hijung Valentina Shin, Maneesh Agrawala

Computer Vision, Imaging & Video

Publication date: October 21, 2023

The Role of Unattributed Behavior Logs in Predictive User Segmentation

ACM International Conference on Information and Knowledge Management (CIKM)

Atanu R Sinha, Harshita Chopra, Aurghya Maiti, Atishay Ganesh, Sarthak Kapoor, Saili Myana, Saurabh Mahapatra

AI & Machine Learning
Data Intelligence

Publication date: October 21, 2023

Delivery Optimized Discovery in Behavioral User Segmentation under Budget Constraint

ACM International Conference on Information and Knowledge Management (CIKM)

Harshita Chopra, Atanu R Sinha, Sunav Choudhary, Ryan A. Rossi, Paavan Kumar Indela, Veda Pranav Parwatala, Srinjayee Paul, Aurghya Maiti

AI & Machine Learning
Data Intelligence

Publication date: October 18, 2023

How Small Businesses Transform PDF Agreements into Action

CSCW 2023 Posters

Jianna So, Nedim Lipka, Alexa F Siu, Ryan A. Rossi, Franck Dernoncourt

AI & Machine Learning
Document Intelligence
Human Computer Interaction
Natural Language Processing

Publication date: October 6, 2023

Moment Detection in Long Tutorial Videos

ICCV 2023

Ioana Croitoru, Simion-Vlad Bogolin, Samuel Albanie, Yang Liu, Zhaowen Wang, David Seunghyun Yoon, Franck Dernoncourt, Hailin Jin, Trung Bui

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

Publication date: October 6, 2023

Learning Navigational Visual Representations with Semantic Map Supervision

ICCV 2023

Yicong Hong, Yang Zhou, Ruiyi Zhang, Franck Dernoncourt, Trung Bui, Stephen Gould, Hao Tan

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 5, 2023

Ablating Concepts in Text-to-Image Diffusion Models

International Conference on Computer Vision (ICCV'23)

Nupur Kumari, Bingliang Zhang, Sheng-Yu Wang, Eli Shechtman, Richard Zhang, Jun-Yan Zhu

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 4, 2023

Perceptual Artifacts Localization for Image Synthesis Tasks

International Conference on Computer Vision (ICCV'23)

Lingzhi Zhang, Zhengjie Xu, Connelly Barnes, Yuqian Zhou, Qing Liu, He Zhang, Zhe Lin, Sohrab Amirghodsi, Eli Shechtman, Jianbo Shi

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 4, 2023

Pix2Video: Video Editing using Image Diffusion

International Conference on Computer Vision (ICCV)

Duygu Ceylan, Chun-Hao Paul Huang, Niloy J. Mitra

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

Publication date: October 2, 2023

A-STAR: Test-time Attention Segregation and Retention for Text-to-image Synthesis

International Conference on Computer Vision (ICCV)

Aishwarya Agarwal, Srikrishna Karanam, Joseph K J, Apoorv Saxena, Koustava Goswami, Balaji Vasan Srinivasan

Computer Vision, Imaging & Video

1 2 3 4 … 105