Adobe Research » Publications

Publication date: February 2, 2024

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

Multimedia Modelling 2024

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: January 14, 2024

VIXEN: Visual Text Comparison Network for Image Difference Captioning

AAAI Conference on Artificial Intelligence (AAAI)

Alex Black, Jing Shi, Yifei Fan, Tu Bui, John Collomosse

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

Publication date: January 4, 2024

Iterative Multi-Granular Image Editing Using Diffusion Models

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Joseph K J, Prateksha Udhayanan, Tripti Shukla, Aishwarya Agarwal, Srikrishna Karanam, Koustava Goswami, Balaji Vasan Srinivasan

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: January 4, 2024

Domain Adaptive 3D Shape Retrieval From Monocular Images

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Harsh Pal, Ritwik Khandelwal, Shivam Pande, Biplab Banerjee, Srikrishna Karanam

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: January 4, 2024

Interactive Segmentation for Diverse Gesture Types Without Context

WACV 2024

Josh Myers-Dean, Yifei Fan, Brian Price, Wilson Chan, Danna Gurari

Computer Vision, Imaging & Video

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 17, 2023

DECORAIT: DECentralized Opt-in/out Registry for AI Training

European Conference on Computer Vision in Media Production (CVMP)

Kar Balan, Alex Black, Simon Jenni, Andrew Gilbert, Andy Parsons, John Collomosse

Best paper award

Content Intelligence

Publication date: December 15, 2023

Authoring and simulating meandering rivers

ACM Transactions on Graphics (Proc. SIGGRAPH Asia 2023)

Axel Paris, Eric Guérin, Pauline Collon, Eric Galin

Graphics (2D & 3D)

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

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 10, 2023

Perturbation Robust Metric for Multi-Lingual Image Captioning

EMNLP 2023 Findings

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

Transitioning Representations between Languages for Cross-lingual Event Detection

EMNLP Findings 2023

Chien Nguyen, Huy Nguyen, Franck Dernoncourt, Thien 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, Sumit Bisht, Chahat Jain, Ashritha Gonuguntla, Shiv Saini

AI & Machine Learning
Data Intelligence
Systems & Languages

Publication date: December 5, 2023

One-step Diffusion with Distribution Matching Distillation

arxiv

Tianwei Yin, Michaël Gharbi, Richard Zhang, Eli Shechtman, Frédo Durand, William T. Freeman, Taesung Park

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: December 1, 2023

PSDR-Room: Single Photo to Scene using Differentiable Rendering

Siggraph Asia 2023

Kai Yan, Fujun Luan, Milos Hasan, Thibault Groueix, Valentin Deschaintre, Shuang Zhao

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

Publication date: December 1, 2023

Scene Designer: a Unified Model for Scene Search and Synthesis from Sketch

Journal on Multimedia Tools and Applications (MTAP)

Leo Ribeiro, Tu Bui, John Collomosse, Moacir Ponti

Computer Vision, Imaging & Video
Content Intelligence

Publication date: December 1, 2023

What to Read in a Contract? Party-Specific Summarization of Legal Obligations, Entitlements, and Prohibitions

2023 Conference on Empirical Methods in Natural Language Processing

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

Natural Language Processing

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

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