Publications

Publication date: November 9, 2025

Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents

EMNLP 2025

Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt, Ryan A. Rossi, Vivek Gupta, Dinesh Manocha
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 28, 2025

CoCoNO: Attention contrast-and-complete for initial noise optimization in text-to-image synthesis

ACM International Conference on Multimedia (ACM MM 2025)

Aravindan Sundaram, Ujjayan Pal, Abhimanyu Chauhan, Aishwarya Agarwal, Srikrishna Karanam
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 23, 2025

HUMOTO: A 4D Dataset of Mocap Human Object Interactions

International Conference on Computer Vision (ICCV 2025)

Jiaxin Lu, Chun-Hao Paul Huang, Uttaran Bhattacharya, Qixing Huang, Yi Zhou
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 22, 2025

Progressive Growing of Video Tokenizers for Temporally Compact Latent Spaces

International Conference on Computer Vision (ICCV 2025)

Aniruddha Mahapatra, Long Mai, David Bourgin, Yitian Zhang, Feng Liu
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: October 20, 2025

Teleportraits: Training-Free People Insertion into Any Scene

International Conference on Computer Vision (ICCV 2025)

Jialu Gao, Joseph K J, Fernando De La Torre
  • Adobe Research icon Computer Vision, Imaging & Video

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 20, 2025

Can3Tok: Canonical 3D Tokenization and Latent Modeling of Scene-Level 3D Gaussians

ICCV 2025

Quankai Gao, Iliyan Georgiev, Tuanfeng Y. Wang, Krishna Kumar Singh, Ulrich Neumann, Jae Shin Yoon
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Graphics (2D & 3D)

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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