Adobe Research » Publications

Publication date: March 10, 2026

Understanding Generative AI Capabilities in Everyday Image Editing Tasks

WACV 2026

Brandon Collins, Mohammad Reza Taesiri, Logan Bolton, Viet Lai, Franck Dernoncourt, Trung Bui, Anh Totti Nguyen

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

Publication date: March 1, 2026

SAMa: Material-aware 3D Selection and Segmentation

3DV 2026

Michael Fischer, Iliyan Georgiev, Thibault Groueix, Vladimir (Vova) Kim, Tobias Ritschel, Valentin Deschaintre

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

Publication date: January 27, 2026

VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use

AAAI 2026

Zhehao Zhang, Ryan A. Rossi, Tong Yu, Franck Dernoncourt, Ruiyi Zhang, Jiuxiang Gu, Sungchul Kim, Xiang Chen, Zichao Wang, Nedim Lipka

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

Publication date: January 20, 2026

Agentic Design Review System

AAAI Conference on Artificial Intelligence 2026

Sayan Nag, Joseph K J, Koustava Goswami, Vlad Morariu, Balaji Vasan Srinivasan

AI & Machine Learning
Computer Vision, Imaging & Video
Document Intelligence
Human Computer Interaction
Intelligent Agents & Assistants
Natural Language Processing

Publication date: December 24, 2025

ChartEval: LLM-Driven Chart Generation Evaluation Using Scene Graph Parsing

IJCNLP-AACL 2025 System Demonstrations

Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt, Vivek Gupta, Dinesh Manocha

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence
Document Intelligence
Intelligent Agents & Assistants
Natural Language Processing

Publication date: December 15, 2025

Evaluating and Sampling Glinty NDFs in Constant Time

SIGGRAPH Asia 2025

Pauli Kemppinen, Loïs Paulin, Théo Thonat, Jean Thiery, Jaakko Lehtinen, Tamy Boubekeur

Graphics (2D & 3D)

Publication date: December 15, 2025

Lifted Surfacing of Generalized Sweep Volumes

Siggraph Asia 2025

Yiwen Ju, Qingnan Zhou, Xingyi Du, Nathan Carr, Tao Ju

Graphics (2D & 3D)

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

AI & Machine Learning
Intelligent Agents & Assistants
Natural Language Processing

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

AI & Machine Learning
Data Intelligence
Natural Language Processing

Publication date: December 7, 2025

A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations

NeurIPS 2025 MTI-LLM workshop

Li Li, Peilin Cai, Ryan A. Rossi, Franck Dernoncourt, Branislav Kveton, Junda Wu, Tong Yu, Linxin Song, Tiankai Yang, Yuehan Qin, Nesreen K. Ahmed, Samyadeep Basu, Subhojyoti Mukherjee, Ruiyi Zhang, Zhengmian Hu, Bo Ni, Yuxiao Zhou, Zichao Wang, Yue Huang, Yu Wang, Xiangliang Zhang, Philip S. Yu, Xiyang Hu, Yue Zhao

Spotlight paper (top 5%)

AI & Machine Learning
Intelligent Agents & Assistants
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

AR, VR & 360 Photography
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

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: December 3, 2025

Program Synthesis via Test-Time Transduction

NeurIPS 2025

Kang-il_Lee, Jahyun Koo, David Seunghyun Yoon, Minbeom Kim, Hyukhun Koh, Dongryeol Lee, Kyomin Jung

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

Publication date: December 3, 2025

Leveraging semantic similarity for experimentation with AI-generated treatments

Neural Information Processing Systems (NeurIPS 2025)

Lei Shi, David Arbour, Raghavendra Addanki, Ritwik Sinha, Avi Feller

AI & Machine Learning
Data Intelligence
Natural Language Processing

Publication date: December 2, 2025

Offline RL by Reward-Weighted Fine-Tuning for Conversation Optimization

39th Annual Conference on Neural Information Processing Systems (NeurIPS 2025)

Subhojyoti Mukherjee, Viet Lai, Raghavendra Addanki, Ryan A. Rossi, David Seunghyun Yoon, Trung Bui, Anup Rao, Jayakumar Subramanian, Branislav Kveton

AI & Machine Learning
Intelligent Agents & Assistants

Publication date: December 1, 2025

Fine-Grained Spatially Varying Material Selection in Images

SIGGRAPH Asia 2025

Julia Guerrero-Viu, Michael Fischer, Iliyan Georgiev, Elena Garces, Diego Gutierrez, Belen Masia, Valentin Deschaintre

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: December 1, 2025

Localizing Knowledge in Diffusion Transformers

Neural Information Processing Systems (NeurIPS)

Arman Zarei, Samyadeep Basu, Keivan Rezaei, Zihao Lin, Sayan Nag, Soheil Feizi

AI & Machine Learning
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

AI & Machine Learning
Computer Vision, Imaging & Video
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

AI & Machine Learning
Computer Vision, Imaging & Video
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

AI & Machine Learning
Content Intelligence
Natural Language Processing

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