Adobe Research » Publications

Publication date: September 10, 2025

A Survey on Small Language Models

RANLP 2025

Chien Van Nguyen, Xuan Shen, Ryan Aponte, Yu Xia, Samyadeep Basu, Zhengmian Hu, Jian Chen, Mihir Parmar, Sasidhar Kunapuli, Joe Barrow, Junda Wu, Ashish Singh, Yu Wang, Jiuxiang Gu, Nesreen K. Ahmed, Nedim Lipka, Ruiyi Zhang, Xiang Chen, Tong Yu, Sungchul Kim, Hanieh Deilamsalehy, Namyong Park, Michael Rimer, Zhehao Zhang, Huanrui Yang, Puneet Mathur, Gang Wu, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: September 10, 2025

FigCaps-HF: A Figure-to-Caption Generative Framework and Benchmark with Human Feedback

RANLP 2025

Ashish Singh, Ashutosh Singh, Prateek Agarwal, Zixuan Huang, Arpita Singh, Tong Yu, Sungchul Kim, Victor Bursztyn, Nesreen K. Ahmed, Puneet Mathur, Erik Learned-Miller, Franck Dernoncourt, Ryan A. Rossi

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: September 10, 2025

Multi-LLM Text Summarization

RANLP 2025

Jiangnan Fang, Cheng-Tse Liu, Jieun Kim, Yash Bhedaru, Ethan Liu, Nikhil Singh, Nedim Lipka, Puneet Mathur, Nesreen K. Ahmed, Franck Dernoncourt, Ryan A. Rossi, Hanieh Deilamsalehy

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: September 8, 2025

Programmable Reality

2025 Frontiers in Virtual Reality Journal, Volume 6

Ryo Suzuki, Parastoo Abtahi, Chen Zhu-Tian, Doga Dogan, Andrea Colaco, Eric J. Gonzalez, Karan Ahuja, Mar Gonzalez-Franco

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

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

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