Publications

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