Publications

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
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 11, 2025

VideoHandles: Editing 3D Object Compositions in Videos Using Video Generative Priors

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Juil Koo, Paul Guerrero, Chun-Hao Paul Huang, Duygu Ceylan, Minhyuk Sung
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 11, 2025

UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics

CVPR 2025

Xi Chen, Zhifei Zhang, He Zhang, Yuqian Zhou, Soo Ye Kim, Qing Liu, Yijun Li, Jianming Zhang, Nanxuan Zhao, Yilin Wang, Hui Ding, Zhe Lin, Hengshuang Zhao
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 11, 2025

Progressive autoregressive video diffusion models

CVPR 2025 - CVEU workshop

Desai Xie, Zhan Xu, Yicong Hong, Hao Tan, Difan Liu, Feng Liu, Arie Kaufman, Yang Zhou
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 11, 2025

GenVDM: Generating Vector Displacement Maps from a Single Image

CVPR

Yuezhi Yang, Qimin Chen, Vladimir (Vova) Kim, Siddhartha Chaudhuri, Qixing Huang, Zhiqin Chen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 10, 2025

Layer- and Timestep-Adaptive Differentiable Token Compression Ratios for Efficient Diffusion Transformers

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Haoran You, Connelly Barnes, Yuqian Zhou, Yan Kang, Zhenbang Du, Wei Zhou, Lingzhi Zhang, Yotam Nitzan, Xiaoyang Liu, Zhe Lin, Eli Shechtman, Sohrab Amirghodsi, Yingyan Celine Lin
  • Adobe Research icon AI & Machine Learning

Publication date: June 10, 2025

ObjectMover: Generative Object Movement with Video Prior

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Xin Yu, Tianyu (Steve) Wang, Soo Ye Kim, Paul Guerrero, Xi Chen, Qing Liu, Zhe Lin, Xiaojuan Qi
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 9, 2025

Self Forcing Bridging the Train-Test Gap in Autoregressive Video Diffusion

arxiv

Xun Huang, Zhengqi Li, Guande He, Mingyuan Zhou, Eli Shechtman, Shechtman
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 9, 2025

Toward a metal usage effectiveness metric in data centers: a study

ICT for Sustainability (ICT4S 2025)

Marie Reinbigler, Rosalie Martin
Honorable Mention
  • Adobe Research icon AI & Machine Learning

Publication date: June 2, 2025

Content ARCs: Decentralized Content Rights in the Age of Generative AI

Intl. Conference on AI and the Digital Economy (CADE)

Kar Balan, Andrew Gilbert, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Systems & Languages

Publication date: June 1, 2025

Comprehensive Relighting: Generalizable and Consistent Monocular Human Relighting and Harmonization

IEEE Computer Vision and Pattern Recognition (CVPR) 2025

Junying Wang, Jingyuan Liu, Xin Sun, Krishna Kumar Singh, Zhixin Shu, He Zhang, Jimei Yang, Nanxuan Zhao, Tuanfeng Y. Wang, Simon S. Chen, Ulrich Neumann, Jae Shin Yoon
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 1, 2025

MAGNET: Augmenting Generative Decoders with Representation Learning and Infilling Capabilities

Association for Computational Linguistics (ACL)

Savya Khosla, Aditi Tiwari, Kushal Kafle, Simon Jenni, Handong Zhao, John Collomosse, Jing Shi
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: May 26, 2025

Long-Context State-Space Video World Models

arxiv

Ryan Po, Yotam Nitzan, Richard Zhang, Berlin Chen, Tri Dao, Eli Shechtman, Gordon Wetzstein, Xun Huang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: May 23, 2025

Combining A/A Data and LLMs for Improved Content Evaluation

Proceedings of the ACM on Web Conference 2025

Shiv Shankar, Ritwik Sinha, Madalina Fiterau
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
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