Adobe Research » Publications

Publication date: September 1, 2025

MAD-Sherlock: Multi-Agent Debate for Visual Misinformation Detection

ICML Workshop on Collaborative and Federated Agentic Workflows (CFAgentic)

Kumud Lakara, Georgia Channing, Christian Rupprecht, Juil Sock, Phil Torr, John Collomosse, Christian Schroeder de Witt

Best paper award

AI & Machine Learning
Content Intelligence

Publication date: August 31, 2025

Re-Bottleneck: Latent Re-Structuring for Neural Audio Autoencoders

IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2025)

Dimitrios Bralios, Jonah Casebeer, Paris Smaragdis

Best Paper

AI & Machine Learning
Audio

Publication date: August 11, 2025

MonetGPT: Solving Puzzles Enhances MLLMs’ Image Retouching Skills

SIGGRAPH 2025

Niladri Dutt, Duygu Ceylan, Niloy J. Mitra

Journal paper

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

Publication date: August 11, 2025

Shadow Hand Poser

SIGGRAPH 2025

Hao Xu, Yinqiao Wang, Niloy J. Mitra, Shuaicheng Liu, Pheng-Ann Heng, Chi-Wing Fu

Journal paper

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

Publication date: August 11, 2025

StreamME: Simplify 3D Gaussian Avatar within Live Stream

SIGGRAPH 2025

Luchuan Song, Yang Zhou, Zhan Xu, Yi Zhou, Deepali Aneja, Chenliang Xu

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

Publication date: August 11, 2025

EditDuet: A Multi-Agent System for Video Non-Linear Editing

SIGGRAPH 2025

Marcelo Sandoval-Castañeda, Bryan Russell, Josef Sivic, Gregory Shakhnarovich, Fabian Caba Heilbron

Graphics (2D & 3D)
Intelligent Agents & Assistants

Publication date: August 10, 2025

Sphere Carving: Bounding Volumes for Signed Distance Fields

ACM Transactions on Graphics (Proc. SIGGRAPH 2025)

Hugo Schott, Théo Thonat, Thibaud Lambert, Eric Guérin, Eric Galin, Axel Paris

Graphics (2D & 3D)

Publication date: August 10, 2025

MotionCanvas: Cinematic Shot Design with Controllable Image-to-Video Generation

SIGGRAPH 2025

Jinbo Xing, Long Mai, Cusuh Ham, Aniruddha Mahapatra, Chi-Wing Fu, Tien-Tsin Wong, Feng Liu

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: August 10, 2025

RigAnything: Template-Free Autoregressive Rigging for Diverse 3D Assets

ACM Transactions on Graphics (SIGGRAPH 2025)

Isabella Liu, Zhan Xu, Yifan Wang, Hao Tan, Zexiang Xu, Xiaolong Wang, Hao Su, Zifan Shi

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

Publication date: August 10, 2025

Motion Inversion for Video Customization

SIGGRAPH 2025

Luozhou Wang, Ziyang Mai, Guibao Shen, Yixun Liang, Xin Tao, Pengfei Wan, Di Zhang, Yijun Li, Ying-Cong Chen

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: August 10, 2025

3D-Fixup: Advancing Photo Editing with 3D Priors

SIGGRAPH 2025

Yen-chi Cheng, Krishna Kumar Singh, Jae Shin Yoon, Alex Schwing, Liang-Yan Gui, Matheus Gadelha, Paul Guerrero, Nanxuan (Cherry) Zhao

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

Publication date: August 10, 2025

Style Customization of Text-to-Vector Generation with Image Diffusion Priors

SIGGRAPH 2025

Peiying Zhang, Nanxuan (Cherry) Zhao, Jing Liao

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

Publication date: August 3, 2025

VISIAR: Empower MLLM for Visual Story Ideation

ACL 2025

zhaoyang xia, Somdeb Sarkhel, Mehrab Tanjim, Stefano Petrangeli, Ishita Dasgupta, Saayan Mitra

Intelligent Agents & Assistants

Publication date: August 1, 2025

Stochastic Preconditioning for Neural Field Optimization

SIGGRAPH 2025

Selena Ling, Merlin Nimier-David, Alec Jacobson, Nicholas Sharp

Graphics (2D & 3D)

Publication date: August 1, 2025

ChartLens: Fine-grained Visual Attribution in Charts

ACL 2025

Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt, Ryan A. Rossi, Dinesh Manocha

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: August 1, 2025

From Selection to Generation: A Survey of LLM-based Active Learning

ACL 2025

Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie, Junda Wu, Xintong Li, Ryan Aponte, Hanjia Lyu, Joe Barrow, Hongjie Chen, Franck Dernoncourt, Branislav Kveton, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Sungchul Kim, Zhengmian Hu, Yue Zhao, Nedim Lipka, David Seunghyun Yoon, Ting-Hao Kenneth Huang, Zichao Wang, Puneet Mathur, Soumyabrata Pal, Koyel Mukherjee, Zhehao Zhang, Namyong Park, Thien Huu Nguyen, Jiebo Luo, Ryan A. Rossi, Julian McAuley

AI & Machine Learning
Natural Language Processing

Publication date: August 1, 2025

Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases

ACL 2025 Findings

Yongjia Lei, Haoyu Han, Ryan A. Rossi, Franck Dernoncourt, Nedim Lipka, Mahantesh M Halappanavar, Jiliang Tang, Yu Wang

AI & Machine Learning
Natural Language Processing

Publication date: August 1, 2025

Click, Type, Repeat: A Comprehensive Survey on GUI Agents

ACL 2025 Findings

Dang Nguyen, Jian Chen, Yu Wang, Gang Wu, Namyong Park, Zhengmian Hu, Hanjia Lyu, Junda Wu, Ryan Aponte, Yu Xia, Xintong Li, Jing Shi, Hongjie Chen, Viet Lai, Zhouhang Xie, Sungchul Kim, Ruiyi Zhang, Tong Yu, Mehrab Tanjim, Nesreen K. Ahmed, Puneet Mathur, David Seunghyun Yoon, Lina Yao, Branislav Kveton, Jihyung Kil, Thien Huu Nguyen, Trung Bui, Tianyi Zhou, Ryan A. Rossi, Franck Dernoncourt

AI & Machine Learning
Intelligent Agents & Assistants
Natural Language Processing

Publication date: August 1, 2025

Hypothetical Documents or Knowledge Leakage? Rethinking LLM-based Query Expansion

ACL 2025 Findings

Yejun Yoon, Jaeyoon Jung, David Seunghyun Yoon, Kunwoo Park

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: August 1, 2025

SlimLM: An Efficient Small Language Model for On-Device Document Assistance

ACL 2025 System Demonstrations

Thang M. Pham, Phat T. Nguyen, David Seunghyun Yoon, Viet Lai, Franck Dernoncourt, Trung Bui

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

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