Adobe Research » Publications

Publication date: March 10, 2026

NRGMark: Localized Watermarking for Energy Transparency in Images

Winter Conference on Applications of Computer Vision (WACV 2026)

Shruti Agarwal, Élie Michel, Vishal Asnani, Tania Mathern, John Collomosse

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: March 6, 2026

Vision Language Models Learn to Assess Images with Specialists

WACV 2026

Quyet V. Do, David Seunghyun Yoon, Ruiyi Zhang, Thiloshon Nagarajah, Trung Bui, Viet Lai

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

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: February 26, 2026

Knowledge Homophily in Large Language Models

WSDM 2026

Utkarsh Sahu, Zhisheng Qi, Mahantesh Halappanavar, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt, Yu Zhang, Yao Ma, Yu Wang

AI & Machine Learning
Natural Language Processing

Publication date: February 26, 2026

RAMPA: Robotic Augmented Reality for Machine Programming by Demonstration

2025 IEEE Robotics & Automation Letters (RA-L)

Fatih Dogangun, Serdar Bahar, Yigit Yildirim, Bora Toprak Temir, Emre Ugur, Doga Dogan

AI & Machine Learning
AR, VR & 360 Photography
Human Computer Interaction
Intelligent Agents & Assistants

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 26, 2026

MedRGB: Practical Framework for Benchmarking Medical Retrieval-Augmented Generation System

AAAI 2026 Workshop AI4Research

Nghia Trung Ngo, Chien Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning
Document 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: January 20, 2026

Learning 3D Texture-Aware Representations for Parsing Diverse Human Clothing and Body Parts

AAAI 2026

Kiran Chhatre, Christopher E. Peters, Srikrishna Karanam

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: January 20, 2026

Step-by-step Layered Design Generation

AAAI Conference on Artificial Intelligence 2026

Faizan Farooq Khan, Joseph K J, Koustava Goswami, Mohamed Elhoseiny, Balaji Vasan Srinivasan

AI & Machine Learning
Computer Vision, Imaging & Video

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 15, 2025

ART-DECO: Arbitrary Text Guidance for 3D Detailizer Construction

SIGGRAPH Asia (conference track)

Qimin Chen, Yuezhi Yang, Yifan Wang, Vladimir (Vova) Kim, Siddhartha Chaudhuri, Hao (Richard) Zhang, Zhiqin Chen

AI & Machine Learning
Computer Vision, Imaging & Video
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 7, 2025

TextIT: Inference-Time Representation Alignment for Improved Visual Text Generation in Diffusion Models

Workshop on Unifying Representations in Neural Models, 39th Annual Conference on Neural Information Processing Systems (NeurIPS)

Abhikhya Tripathy, Aishwarya Agarwal, Srikrishna Karanam, Balaji Vasan Srinivasan

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: December 7, 2025

RADAR: A Reasoning-Guided Attribution Framework for Explainable Visual Data Analysis

Women in Machine Learning Workshop, 39th Annual Conference on Neural Information Processing Systems (NeurIPS)

Anku Rani, Aparna Garimella, Apoorv Saxena, Balaji Vasan Srinivasan, Paul Liang

Content Intelligence
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

1 2 3 4 5 6 … 135