Adobe Research » Publications

Publication date: November 9, 2025

LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles

EMNLP 2025 Finding

Ho Yin 'Sam' Ng, Ting-Yao Hsu, Aashish Anantha Ramakrishnan, Branislav Kveton, Nedim Lipka, Franck Dernoncourt, Dongwon Lee, Tong Yu, Sungchul Kim, Ryan A. Rossi, Ting-Hao 'Kenneth' Huang

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

Publication date: November 6, 2025

FaithUn: Toward Faithful Forgetting in Language Models by Investigating the Interconnectedness of Knowledge

EMNLP 2025

Nakyeong Yang, Minsung Kim, David Seunghyun Yoon, Joongbo Shin, Kyomin Jung

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

Publication date: November 5, 2025

DRAGON: Distributional Rewards Optimize Diffusion Generative Models

Transactions on Machine Learning Research

Yatong Bai, Jonah Casebeer, Somayeh Sojoudi, Nicholas J. Bryan

AI & Machine Learning
Audio

Publication date: November 4, 2025

Image Difference Captioning via Adversarial Preference Optimization

Conference on Empirical Methods in Natural Language Processing (EMNLP 2025)

Zihan Huang, Junda Wu, Rohan Surana, Tong Yu, David Arbour, Ritwik Sinha, Julian McAuley

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 20, 2025

A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality

ICCV 2025 LongVid Foundations Workshop

Mohamed Elmoghany, Ryan A. Rossi, David Seunghyun Yoon, Subhojyoti Mukherjee, Eslam Bakr, Puneet Mathur, Gang Wu, Viet Dac Lai, Nedim Lipka, Ruiyi Zhang, Varun Manjunatha, Chien Nguyen, Daksh Dangi, Abel Salinas, Mohammad Taesiri, Hongjie Chen, Xiaolei Huang, Joe Barrow, Nesreen Ahmed, Hoda Eldardiry, Namyong Park, Yu Wang, Jaemin Cho, Anh Totti Nguyen, Zhengzhong Tu, Thien Nguyen, Dinesh Manocha, Mohamed Elhoseiny, Franck Dernoncourt

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

Publication date: October 20, 2025

CompleteMe: Reference-based Human Image Completion

International Conference on Computer Vision (ICCV 2025)

Yu-Ju Tsai, Brian Price, Qing Liu, Luis Figueroa, Daniil Pakhomov, Zhihong Ding, Scott Cohen, Ming-Hsuan Yang

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 19, 2025

Long-lrm: Long-sequence large reconstruction model for wide-coverage gaussian splats

ICCV 2025

Chen Ziwen, Hao Tan, Kai Zhang, Sai Bi, Fujun Luan, Yicong Hong, Fuxin Li, Zexiang Xu

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

Publication date: October 19, 2025

VEGGIE: Instructional Editing and Reasoning of Video Concepts with Grounded Generation

ICCV 2025

Shoubin Yu, Difan Liu, Ziqiao Ma, Yicong Hong, Yang Zhou, Hao Tan, Joyce Chai, Mohit Bansal

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 19, 2025

REGEN: Learning Compact Video Embedding with (Re-)Generative Decoder

ICCV 2025

Yitian Zhang, Long Mai, Aniruddha Mahapatra, David Bourgin, Yicong Hong, Jonah Casebeer, Feng Liu, Yun Fu

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 19, 2025

Video Motion Graphs

ICCV 2025

Haiyang Liu, Zhan Xu, Fa-Ting Hong, Shin-Ping Huang, Yi Zhou, Yang Zhou

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 19, 2025

Generating, Fast and Slow: Scalable Parallel Video Generation with Video Interface Networks

ICCV 2025

Bhishma Dedhia, David Bourgin, Krishna Kumar Singh, Yuheng Li, Yan Kang, Zhan Xu, Niraj K. Jha, Yuchen Liu

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 19, 2025

DOLLAR: Few-Step Video Generation via Distillation and Latent Reward Optimization

ICCV 2025

Zihan Ding, Chi Jin, Difan Liu, Haitian Zheng, Krishna Kumar Singh, Qiang Zhang, Yan Kang, Zhe Lin, Yuchen Liu

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 19, 2025

TrustMark: Robust Watermarking and Watermark Removal for Arbitrary Resolution Images

International Conference on Computer Vision (ICCV 2025)

Shruti Agarwal, Tu Bui, John Collomosse

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

Publication date: October 19, 2025

MultiNeRF: Multiple Watermark Embedding for Neural Radiance Fields

ICCV 2025 Workshop on Authenticity and Provenance in the Age of Generative AI (APAI)

Yash Kulthe, Andrew Gilbert, John Collomosse

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 19, 2025

DiffTell: A High-Quality Dataset for Describing Image Manipulation Changes

International Conference on Computer Vision (ICCV 2025)

Zonglin Di, Jing Shi, Yifei Fan, Hao Tan, Alexander Black, John Collomosse, Yang Liu

AI & Machine Learning
Content Intelligence

Publication date: October 19, 2025

Representation Shift: Unifying Token Compression with FlashAttention

International Conference on Computer Vision (ICCV 2025)

Joonmyung Choi, Sanghyeok Lee, Byungoh Ko, Eunseo Kim, Jihyung Kil, Hyunwoo J. Kim

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 19, 2025

SliderSpace: Decomposing the Visual Capabilities of Diffusion Models

International Conference on Computer Vision (ICCV 2025)

Rohit Gandikota, Zongze Wu, Richard Zhang, David Bau, Eli Shechtman, Nick Kolkin

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

Publication date: October 18, 2025

Your Text Encoder Can Be An Object-Level Watermarking Controller

ICCV 2025

Naresh Kumar Devulapally, Mingzhen Huang, Vishal Asnani, Shruti Agarwal, Siwei Lyu, Vishnu Suresh Lokhande

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 18, 2025

CustomMark: Customization of Diffusion Models for Proactive Attribution

ICCV APAI workshop 2025

Vishal Asnani, John Collomosse, Xiaoming Liu, Shruti Agarwal

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 18, 2025

Baking Gaussian Splatting into Diffusion Denoiser for Fast and Scalable Single-stage Image-to-3D Generation and Reconstruction

International Conference on Computer Vision (ICCV 2025)

Yuanhao Cai, He Zhang, Kai Zhang, Yixun Liang, Mengwei Ren, Fujun Luan, Qing Liu, Soo Ye Kim, Jianming Zhang, Zhifei Zhang, Yuqian Zhou, Yulun Zhang, Xiaokang Yang, Zhe Lin, Alan Yuille

AI & Machine Learning
Computer Vision, Imaging & Video

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