Publications

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

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
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon 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
  • 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)

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 3, 2025

VISIAR: Empower MLLM for Visual Story Ideation

ACL 2025

zhaoyang xia, Somdeb Sarkhel, Mehrab Tanjim, Stefano Petrangeli, Ishita Dasgupta, Saayan Mitra
  • Adobe Research icon 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
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: July 31, 2025

Document Attribution: Examining Citation Relationships using Large Language Models

ACL 2025 Fifth Workshop on Scholarly Document Processing

Vipula Rawte, Ryan A. Rossi, Franck Dernoncourt, Nedim Lipka
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: July 30, 2025

IntrinsicEdit: Precise generative image manipulation in intrinsic space

SIGGRAPH 2025

Linjie Lyu, Valentin Deschaintre, Yannick Hold-Geoffroy, Milos Hasan, Jae Shin Yoon, Thomas Leimkühler, Christian Theobalt, Iliyan Georgiev
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 30, 2025

Uncertainty for SVBRDF Acquisition using Frequency Analysis

SIGGRAPH 2025

Ruben Wiersma, Julien Philip, Milos Hasan, Krishna Mullia, Fujun Luan, Elmar Eisemann, Valentin Deschaintre
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 30, 2025

MaterialPicker: Multi-Modal DiT-Based Material Generation

SIGGRAPH 2025

Xiaohe Ma, Valentin Deschaintre, Milos Hasan, Fujun Luan, Kun Zhou, Hongzhi Wu, Yiwei Hu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 27, 2025

Putting Rigid Bodies to Rest

Siggraph 2025

Hossein Baktash, Nicholas Sharp, Qingnan Zhou, Keenan Crane, Alec Jacobson
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 19, 2025

NoLiMa: Long-Context Evaluation Beyond Literal Matching

ICML 2025

Ali Modarressi, Hanieh Deilamsalehy, Franck Dernoncourt, Trung Bui, Ryan A. Rossi, David Seunghyun Yoon, Hinrich Schütze
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing
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