Publications

Publication date: October 23, 2025

HUMOTO: A 4D Dataset of Mocap Human Object Interactions

International Conference on Computer Vision (ICCV 2025)

Jiaxin Lu, Chun-Hao Paul Huang, Uttaran Bhattacharya, Qixing Huang, Yi Zhou
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 22, 2025

Progressive Growing of Video Tokenizers for Temporally Compact Latent Spaces

International Conference on Computer Vision (ICCV 2025)

Aniruddha Mahapatra, Long Mai, David Bourgin, Yitian Zhang, Feng Liu
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 20, 2025

Can3Tok: Canonical 3D Tokenization and Latent Modeling of Scene-Level 3D Gaussians

ICCV 2025

Quankai Gao, Iliyan Georgiev, Tuanfeng Y. Wang, Krishna Kumar Singh, Ulrich Neumann, Jae Shin Yoon
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 20, 2025

A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality

ICCV 2025 LongVid Foundations Workshop

Mohamed Elmoghany, Ryan A. Rossi, David Seunghyun Yoon, Subhojyoti Mukherjee, Eslam Bakr, Puneet Mathur, Gang Wu, Viet Dac Lai, Nedim Lipka, Ruiyi Zhang, Varun Manjunatha, Chien Nguyen, Daksh Dangi, Abel Salinas, Mohammad Taesiri, Hongjie Chen, Xiaolei Huang, Joe Barrow, Nesreen Ahmed, Hoda Eldardiry, Namyong Park, Yu Wang, Jaemin Cho, Anh Totti Nguyen, Zhengzhong Tu, Thien Nguyen, Dinesh Manocha, Mohamed Elhoseiny, Franck Dernoncourt
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: October 20, 2025

CompleteMe: Reference-based Human Image Completion

International Conference on Computer Vision (ICCV 2025)

Yu-Ju Tsai, Brian Price, Qing Liu, Luis Figueroa, Daniil Pakhomov, Zhihong Ding, Scott Cohen, Ming-Hsuan Yang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 20, 2025

Teleportraits: Training-Free People Insertion into Any Scene

International Conference on Computer Vision (ICCV 2025)

Jialu Gao, Joseph K J, Fernando De La Torre
  • Adobe Research icon Computer Vision, Imaging & Video

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 19, 2025

SliderSpace: Decomposing the Visual Capabilities of Diffusion Models

International Conference on Computer Vision (ICCV 2025)

Rohit Gandikota, Zongze Wu, Richard Zhang, David Bau, Eli Shechtman, Nick Kolkin
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 19, 2025

Improving Large Vision and Language Models by Learning from a Panel of Peers

International Conference on Computer Vision (ICCV 2025)

Jefferson Hernandez, Jing Shi, Simon Jenni, Vicente Ordonez, Kushal Kafle
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: October 19, 2025

Calibrating MLLM-as-a-judge via Multimodal Bayesian Prompt Ensembles

International Conference on Computer Vision (ICCV 2025)

Eric Slyman, Mehrab Tanjim, Kushal Kafle, Stefan Lee
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: October 19, 2025

Long-lrm: Long-sequence large reconstruction model for wide-coverage gaussian splats

ICCV 2025

Chen Ziwen, Hao Tan, Kai Zhang, Sai Bi, Fujun Luan, Yicong Hong, Fuxin Li, Zexiang Xu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 19, 2025

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

International Conference on Computer Vision (ICCV 2025)

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

MultiNeRF: Multiple Watermark Embedding for Neural Radiance Fields

ICCV 2025 Workshop on Authenticity and Provenance in the Age of Generative AI (APAI)

Yash Kulthe, Andrew Gilbert, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 19, 2025

TrustMark: Robust Watermarking and Watermark Removal for Arbitrary Resolution Images

International Conference on Computer Vision (ICCV 2025)

Shruti Agarwal, Tu Bui, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: October 19, 2025

DOLLAR: Few-Step Video Generation via Distillation and Latent Reward Optimization

ICCV 2025

Zihan Ding, Chi Jin, Difan Liu, Haitian Zheng, Krishna Kumar Singh, Qiang Zhang, Yan Kang, Zhe Lin, Yuchen Liu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 19, 2025

Generating, Fast and Slow: Scalable Parallel Video Generation with Video Interface Networks

ICCV 2025

Bhishma Dedhia, David Bourgin, Krishna Kumar Singh, Yuheng Li, Yan Kang, Zhan Xu, Niraj K. Jha, Yuchen Liu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 19, 2025

Video Motion Graphs

ICCV 2025

Haiyang Liu, Zhan Xu, Fa-Ting Hong, Shin-Ping Huang, Yi Zhou, Yang Zhou
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 19, 2025

REGEN: Learning Compact Video Embedding with (Re-)Generative Decoder

ICCV 2025

Yitian Zhang, Long Mai, Aniruddha Mahapatra, David Bourgin, Yicong Hong, Jonah Casebeer, Feng Liu, Yun Fu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 19, 2025

VEGGIE: Instructional Editing and Reasoning of Video Concepts with Grounded Generation

ICCV 2025

Shoubin Yu, Difan Liu, Ziqiao Ma, Yicong Hong, Yang Zhou, Hao Tan, Joyce Chai, Mohit Bansal
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 18, 2025

Baking Gaussian Splatting into Diffusion Denoiser for Fast and Scalable Single-stage Image-to-3D Generation and Reconstruction

International Conference on Computer Vision (ICCV 2025)

Yuanhao Cai, He Zhang, Kai Zhang, Yixun Liang, Mengwei Ren, Fujun Luan, Qing Liu, Soo Ye Kim, Jianming Zhang, Zhifei Zhang, Yuqian Zhou, Yulun Zhang, Xiaokang Yang, Zhe Lin, Alan Yuille
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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