Adobe Research » Publications

Publication date: March 19, 2024

Magic Fixup: Streamlining Photo Editing by Watching Dynamic Videos

arxiv

Hadi AlZayer, Zhihao Xia, Xuaner (Cecilia) Zhang, Eli Shechtman, Jia-Bin Huang, Michaël Gharbi

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: March 18, 2024

BLiSS: Bootstrapped Linear Shape Space

International Conference on 3D Vision (3DV)

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

Graphics (2D & 3D)

Publication date: March 17, 2024

Presentations by the Humans and For the Humans: Harnessing LLMs for Generating Persona-Aware Slides from Documents

The 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL) 2024

Ishani Mondal, Shwetha Somasundaram, Anandhavelu Natarajan, Aparna Garimella, Sambaran Bandyopadhyay, Jordan Boyd-Graber

AI & Machine Learning
Content Intelligence
Document Intelligence
Natural Language Processing

Publication date: March 17, 2024

Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt Tuning

The Conference of the European Chapter of the Association for Computational Linguistics (EACL)

Kaige Xie, Tong Yu, Haoliang Wang, Junda Wu, Handong Zhao, Ruiyi Zhang, Kanak Mahadik, Ani Nenkova, Mark Riedl

AI & Machine Learning
Natural Language Processing

Publication date: March 12, 2024

ToolChain: Efficient Action Space Navigation in Large Language Models with A Search

ICLR 2024

Yuchen Zhuang, Xiang Chen, Tong Yu, Saayan Mitra, Victor S. Bursztyn, Ryan A. Rossi, Somdeb Sarkhel, Chao Zhang

AI & Machine Learning
Intelligent Agents & Assistants
Natural Language Processing

Publication date: March 11, 2024

Which LLM to Play? Convergence-Aware Online Model Selection with Time-Increasing Bandits

The Web Conference

Yu Xia, Fang Kong, Tong Yu, Liya Guo, Ryan A. Rossi, Sungchul Kim, Shuai Li

Natural Language Processing

Publication date: March 1, 2024

Linking Clicks to Bricks: Understanding the Effects of Email Advertising on Multichannel Sales

Information Systems Research (ISR)

Mi Zhou, Vibhanshu Abhishek, Edward Kennedy, Kannan Srinivasan, Ritwik Sinha

AI & Machine Learning
Data Intelligence

Publication date: February 27, 2024

Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models

AAAI 2024

Hieu Man, Franck Dernoncourt, Thien Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: February 27, 2024

DanceAnyWay: Synthesizing Beat-Guided 3D Dances With Randomized Temporal Contrastive Learning

The 38th Annual AAAI Conference on Artificial Intelligence (AAAI), 2024

Aneesh Bhattacharya, Manas Paranjape, Uttaran Bhattacharya, Aniket Bera

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

Publication date: February 26, 2024

Retrieval Augmented Generation for Domain-specific Question Answering

AAAI 2024 Workshop on Scientific Document Understanding

Sanat Sharma, David Seunghyun Yoon, Franck Dernoncourt, Dewang Sultania, Karishma Bagga, Mengjiao Zhang, Trung Bui, Varun Kotte

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: February 22, 2024

CoPL: Contextual Prompt Learning for Vision-Language Understanding

AAAI 2024

Koustava Goswami, Srikrishna Karanam, Prateksha Udhayanan, Joseph K J, Balaji Vasan Srinivasan

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

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: January 4, 2024

Discovering and Mitigating Biases in CLIP-based Image Editing

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

Mehrab Tanjim, Krishna Kumar Singh, Kushal Kafle, Ritwik Sinha, Garrison W Cottrell

Computer Vision, Imaging & Video
Content Intelligence

Publication date: January 4, 2024

Latent Feature-Guided Diffusion Models for Shadow Removal

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2024)

Kangfu Mei, Luis Figueroa, Zhe Lin, Zhihong Ding, Scott Cohen, Vishal M Patel

AI & Machine Learning
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

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