Publications

Publication date: December 7, 2025

Forecasting Time Series with LLMs via Patch-Based Prompting and Decomposition

PACLIC 2025

Mayank Bumb, Anshul Vemulapalli, Sri Harsha Vardhan Prasad Jella, Anish Gupta, An La, Ryan A. Rossi, Hongjie Chen, Franck Dernoncourt, Nesreen K. Ahmed, Yu Wang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: December 7, 2025

Personalized Graph-Based Retrieval for Large Language Models

PACLIC 2025

Steven Au, Cameron Dimacali, Ojasmitha Pedirappagari, Namyong Park, Franck Dernoncourt, Yu Wang, Nikos Kanakaris, Hanieh Deilamsalehy, Ryan A. Rossi, Nesreen K. Ahmed
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: December 6, 2025

Power Efficient Mobile VTuber Live Streaming

ACM International Conference on Multimedia in Asia (MM Asia)

Stefano Petrangeli, Vishy Swaminathan
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: December 3, 2025

On the Coexistence and Ensembling of Watermarks

International Conference on Neural Information Processing Systems (NeurIPS)

Aleksandar Petrov, Shruti Agarwal, Phil Torr, Adel Bibi, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: November 24, 2025

Boosting Camera Motion Control for Video Diffusion Transformers

The British Machine Vision Conference (BMVC 2025)

Soon Yau Cheong, Duygu Ceylan, Armin Mustafa, Andrew Gilbert, Chun-Hao Paul Huang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: November 24, 2025

Towards 3D-Consistent Video Generators

The British Machine Vision Conference (BMVC 2025)

Chun-Hao Paul Huang, Niloy J. Mitra, Hyeonho Jeong, Jae Shin Yoon, Duygu Ceylan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: November 23, 2025

ImProvShow: Multimodal Fusion for Image Provenance Summarization

British Machine Vision Conference (BMVC)

Alexander Black, Jing Shi, Yifei Fan, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

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: 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 19, 2025

TrustMark: Robust Watermarking and Watermark Removal for Arbitrary Resolution Images

International Conference on Computer Vision (ICCV)

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 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

Publication date: October 19, 2025

CustomMark: Customization of Diffusion Models for Proactive Attribution

CustomMark: Customization of Diffusion Models for Proactive Attribution

Vishal Asnani, John Collomosse, Xiaoming Liu, Shruti Agarwal
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

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

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

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

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
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