Publications

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

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: 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 18, 2025

Disambiguation in Conversational Question Answering in the Era of LLM: A Survey

arXiv

Mehrab Tanjim, Yeonjun In, Xiang Chen, Victor S. Bursztyn, Ryan A. Rossi, Sungchul Kim, Guang-Jie Ren, Vaishnavi Muppala, Shun Jiang, Yongsung Kim, Chanyoung Park
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: May 12, 2025

DiffServe: Efficiently Serving Text-to-Image Diffusion Models with Query-Aware Model Scaling

The Annual Conference on Machine Learning and Systems (MLSys)

Sohaib Ahmad, Qizheng Yang, Haoliang Wang, Ramesh K. Sitaraman, Hui Guan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Systems & Languages

Publication date: May 12, 2025

Image Vectorization via Gradient Reconstruction

Eurographics 2025

Souymodip Chakraborty, Vineet Batra, Ankit Phogat, Vishwas Jain, Jaswant Singh Ranawat, Michal Lukáč, Matt Fisher, Kevin Wampler
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: May 12, 2025

Automatic Diffusion-Based Rigging for Characters with Diverse Topologies

Eurographics 2025

Zeqi Gu, Difan Liu, Timothy Langlois, Matt Fisher, Abe Davis
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: May 12, 2025

2D Neural Fields with Learned Discontinuities

Eurographics 2025

Chenxi Liu, Siqi Wang, Matt Fisher, Deepali Aneja, Alec Jacobson
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: May 4, 2025

Demystifying the Power of Large Language Models in Graph Generation

NAACL 2025 Findings

Yu Wang, Ryan A. Rossi, Namyong Park, Nesreen K. Ahmed, Danai Koutra, Franck Dernoncourt, Tyler Derr
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: May 4, 2025

Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes

NAACL 2025

Isabel O. Gallegos, Ryan Aponte, Ryan A. Rossi, Joe Barrow, Mehrab Tanjim, Tong Yu, Hanieh Deilamsalehy, Ruiyi Zhang, Sungchul Kim, Franck Dernoncourt, Nedim Lipka, Deonna Owens, Jiuxiang Gu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: May 2, 2025

Personalizing Data Delivery: Investigating User Characteristics and Enhancing LLM Predictions

WWW 2025

Reuben Luera, Ryan A. Rossi, Franck Dernoncourt, Alexa Siu, Sungchul Kim, Tong Yu, Ruiyi Zhang, Xiang Chen, Nedim Lipka, Zhehao Zhang, Seon Gyeom Kim, Tak Yeon Lee
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: May 2, 2025

MoDS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections

NAACL 2025

Nishant Balepur, Alexa Siu, Nedim Lipka, Franck Dernoncourt, Tong Sun, Jordan Lee Boyd-Graber, Puneet Mathur
  • 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: May 2, 2025

VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation

NAACL 2025

Manan Suri, Puneet Mathur, Franck Dernoncourt, Kanika Goswami, Ryan A. Rossi, Dinesh Manocha
  • 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: April 30, 2025

VideoDiff: Human-AI Video Co-Creation with Alternatives

CHI 2025

Mina Huh, Dingzeyu Li, Kim Pimmel, Hijung Valentina Shin, Amy Pavel, Mira Dontcheva
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Intelligent Agents & Assistants
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