Publications

Publication date: October 19, 2025

DiffTell: A High-Quality Dataset for Describing Image Manipulation Changes

International Conference on Computer Vision (ICCV)

Zonglin Di, Jing Shi, Yifei Fan, Hao Tan, Alexander Black, John Collomosse, Yang Liu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence

Publication date: October 19, 2025

Representation Shift: Unifying Token Compression with FlashAttention

International Conference on Computer Vision (ICCV 2025)

Joonmyung Choi, Sanghyeok Lee, Byungoh Ko, Eunseo Kim, Jihyung Kil, Hyunwoo J. Kim
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 18, 2025

CustomMark: Customization of Diffusion Models for Proactive Attribution

ICCV APAI workshop 2025

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

Publication date: October 18, 2025

Your Text Encoder Can Be An Object-Level Watermarking Controller

ICCV 2025

Naresh Kumar Devulapally, Mingzhen Huang, Vishal Asnani, Shruti Agarwal, Siwei Lyu, Vishnu Suresh Lokhande
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 10, 2025

Stochastic Gradient Estimation for Higher-order Differentiable Rendering

International Conference on Computer Vision (ICCV 2025)

Zican Wang, Michael Fischer, Tobias Ritschel
Highlight
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 9, 2025

DynaSaur: Large Language Agents Beyond Predefined Actions

COLM 2025

Dang Nguyen, Viet Dac Lai, David Seunghyun Yoon, Ryan A. Rossi, Handong Zhao, Ruiyi Zhang, Puneet Mathur, Nedim Lipka, Yu Wang, Trung Bui, Franck Dernoncourt, Tianyi Zhou
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: September 28, 2025

PosterMate: Audience-driven Collaborative Persona Agents for Poster Design

UIST 2025

Gromit Yeuk-Yin Chan, Daniel Lee, Gary Hsieh, Donghoon Shin
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Intelligent Agents & Assistants

Publication date: September 27, 2025

Survey on User Interface Design and Interactions for Generative AI Applications

Foundations and Trends in Human-Computer Interaction

Reuben Luera, Ryan A. Rossi, Alexa Siu, Franck Dernoncourt, Tong Yu, Sungchul Kim, Ruiyi Zhang, Xiang Chen, Hanieh Salehy, Nedim Lipka, Samyadeep Basu, Puneet Mathur, Jian Zhao
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Intelligent Agents & Assistants

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: September 10, 2025

A Framework for Fine-Tuning LLMs using Heterogeneous Feedback

RANLP 2025

Ryan Aponte, Ryan A. Rossi, Shunan Guo, Franck Dernoncourt, Tong Yu, Xiang Chen, Subrata Mitra, Nedim Lipka
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: September 10, 2025

Multi-LLM Debiasing Framework

RANLP 2025

Deonna M. Owens, Ryan A. Rossi, Sungchul Kim, Tong Yu, Franck Dernoncourt, Xiang Chen, Ruiyi Zhang, Jiuxiang Gu, Hanieh Deilamsalehy, Nedim Lipka
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence

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
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: August 11, 2025

MonetGPT: Solving Puzzles Enhances MLLMs’ Image Retouching Skills

SIGGRAPH 2025

Niladri Dutt, Duygu Ceylan, Niloy J. Mitra
Journal paper
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: August 11, 2025

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

SIGGRAPH 2025

Marcelo Sandoval-CastaƱeda, Bryan Russell, Josef Sivic, Gregory Shakhnarovich, Fabian Caba Heilbron
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Intelligent Agents & Assistants

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)
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