Adobe Research » Publications

Publication date: July 4, 2025

Narrative Motion Blocks: Combining Direct Manipulation and Natural Language Interactions for Animation Creation

DIS 2025

Samuelle Bourgault, Li-Yi Wei, Jennifer Jacobs, Rubaiat Habib

Best paper award

AI & Machine Learning
Human Computer Interaction

Publication date: July 1, 2025

A Deep Emulator for Secondary Motion of 3D Characters

Proceedings of the 34nd IEEE International Conference on Computer Vision and Pattern Recognition

Mianlun Zheng, Yi Zhou, Duygu Ceylan, Jernej Barbic

Oral Paper

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

Publication date: July 1, 2025

MatSwap: Light-aware Material Transfers in Images

CGF (EGSR proc.) 2025

Ivan Lopes, Valentin Deschaintre, Yannick Hold-Geoffroy, Raoul De Charette

Best Paper Honorable Mention

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

Publication date: June 30, 2025

Personalization of Large Language Models: A Survey

TMLR 2025

Zhehao Zhang, Ryan A. Rossi, Branislav Kveton, Yijia Shao, Diyi Yang, Hamed Zamani, Franck Dernoncourt, Joe Barrow, Tong Yu, Sungchul Kim, Ruiyi Zhang, Jiuxiang Gu, Tyler Derr, Hongjie Chen, Junda Wu, Xiang Chen, Zichao Wang, Subrata Mitra, Nedim Lipka, Nesreen K. Ahmed, Yu Wang

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

Publication date: June 22, 2025

Cache-Craft: Managing Chunk-Caches for Efficient Retrieval-Augmented Generation

Special Interest Group on Management of Data (SIGMOD)

Shubham Agarwal, Sai Narayan Sundaresan, Subrata Mitra, Deb Mahapatra, Tong Yu, Shiv Saini

AI & Machine Learning
Systems & Languages

Publication date: June 15, 2025

The Photographer’s Eye: Teaching Multimodal Large Language Models to See, and Critique Like Photographers

CVPR 2025

Daiqing Qi, Handong Zhao, Jing Shi, Simon Jenni, Yifei Fan, Franck Dernoncourt, Scott Cohen, Sheng Li

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

Publication date: June 15, 2025

MetaShadow: Object-Centered Shadow Detection, Removal, and Synthesis

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Tianyu (Steve) Wang, Jianming Zhang, Haitian Zheng, Zhihong Ding, Scott Cohen, Zhe Lin, Wei Xiong, Chi-Wing Fu, Luis Figueroa, Soo Ye Kim

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 15, 2025

FINECAPTION: Compositional Image Captioning Focusing on Wherever You Want at Any Granularity

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Hang Hua, Qing Liu, Lingzhi Zhang, Jing Shi, Soo Ye Kim, Zhifei Zhang, Yilin Wang, Jianming Zhang, Zhe Lin, Jiebo Luo

AI & Machine Learning

Publication date: June 15, 2025

SimMotionEdit: Text-Based Human Motion Editing with Motion Similarity Prediction

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Zhengyuan Li, Kai Cheng, Anindita Ghosh, Uttaran Bhattacharya, Liangyan Gui, Aniket Bera

AI & Machine Learning
Graphics (2D & 3D)

Publication date: June 15, 2025

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Aditya Ganeshan, Thibault Groueix, Paul Guerrero, Radomír Měch, Matthew Fisher, Daniel Ritchie, Fisher

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 15, 2025

CraftsMan3D: High-fidelity Mesh Generation with 3D Native Generation and Interactive Geometry Refiner

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Weiyu Li, Jiarui Liu, Hongyu Yan, Rui Chen, Yixun Liang, Xuelin Chen, Ping Tan, Xiaoxiao Long

AI & Machine Learning
Graphics (2D & 3D)

Publication date: June 15, 2025

From Slow Bidirectional to Fast Autoregressive Video Diffusion Models

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Tianwei Yin, Qiang Zhang, Richard Zhang, William (Bill) Freeman, Fredo Durand, Eli Shechtman, Xun Huang

#1 on VBench Leaderboard at submission

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 14, 2025

Generative Video Propagation

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Shaoteng Liu, Tianyu (Steve) Wang, Jui-Hsien Wang, Qing Liu, Zhifei Zhang, Joon-Young Lee, Yijun Li, Bei Yu, Zhe Lin, Soo Ye Kim, Jiaya Jia

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 13, 2025

Multitwine: Multi-Object Compositing with Text and Layout Control

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Gemma Canet Tarrés, Zhe Lin, Zhifei Zhang, He Zhang, Andrew Gilbert, John Collomosse, Soo Ye Kim

Highlight

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 13, 2025

Shape My Moves: Text-Driven Shape-Aware Synthesis of Human Motions

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Ting-Hsuan Liao, Yi Zhou, Yu Shen, Chun-Hao Paul Huang, Saayan Mitra, Jia-Bin Huang, Uttaran Bhattacharya

AI & Machine Learning
Graphics (2D & 3D)

Publication date: June 13, 2025

Generative Image Layer Decomposition with Visual Effects

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Jinrui Yang, Qing Liu, Yijun Li, Soo Ye Kim, Daniil Pakhomov, Mengwei Ren, Jianming Zhang, Zhe Lin, Cihang Xie, Yuyin Zhou

AI & Machine Learning

Publication date: June 13, 2025

Visual Persona: Foundation Model for Full-Body Human Customization

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Jisu Nam, Soowon Son, Zhan Xu, Jing Shi, Difan Liu, Feng Liu, Aashish Misraa, Seungryong Kim, Yang Zhou

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 13, 2025

Progressive Autoregressive Video Diffusion Models

Conference on Computer Vision and Pattern Recognition (CVPR 2025) - CVEU workshop

Desai Xie, Zhan Xu, Yicong Hong, Hao Tan, Difan Liu, Feng Liu, Arie Kaufman, Yang Zhou

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 13, 2025

ViDROP: Video Dense Representation through Spatio-Temporal Sparsity

Conference on Computer Vision and Pattern Recognition (CVPR 2025) - eLVM Workshop

Sepehr Sameni, Simon Jenni, Paolo Favaro

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 13, 2025

TurboFill: Adapting Few-step Text-to-image Model for Fast Image Inpainting

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Liangbin Xie, Daniil Pakhomov, Zhonghao Wang, Zongze Wu, Ziyan Chen, Yuqian Zhou, Haitian Zheng, Zhifei Zhang, Zhe Lin, Jiantao Zhou, Chao Dong

AI & Machine Learning
Computer Vision, Imaging & Video

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