Publications

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

ShapeShifter: 3D Variations Using Multiscale and Sparse Point-Voxel Diffusion

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Nissim Maruani, Yifan Wang, Matt Fisher, Pierre Alliez, Mathieu Desbrun
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 9, 2025

Instant3dit: Multiview Inpainting for Fast Editing of 3D Objects

CVPR 2025

Amir Barda, Matheus Gadelha, Vladimir (Vova) Kim, Noam Aigerman, Amit Haim Bermano, Thibault Groueix
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 9, 2025

Motion Modes: What Could Happen Next?

CVPR 2025

Karran Pandey, Matheus Gadelha, Yannick Hold-Geoffroy, Karan Singh, Niloy J. Mitra, Paul Guerrero
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 9, 2025

PreciseCam: Precise Camera Control for Text-to-Image Generation

CVPR 2025

Edurne Bernal-Berdu, Ana Serrano, Belen Masia, Matheus Gadelha, Yannick Hold-Geoffroy, Xin Sun, Diego Gutierrez
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

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: 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 19, 2025

Utilizing Provenance as an Attribute for Visual Data Analysis: A Design Probe with ProvenanceLens

IEEE TVCG 2025

Arpit Narechania, Shunan Guo, Eunyee Koh, Alex Endert, Jane Hoffswell
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Human Computer Interaction

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 11, 2025

Lipschitz Pruning: Hierarchical Simplification of Primitive-Based SDFs

Eurographics 2025

Wilhem Barbier*, Mathieu Sanchez*, Axel Paris, Élie Michel, Thibaud Lambert, Tamy Boubekeur, Mathias Paulin, Théo Thonat
Best Paper Award Honorable Mention
  • Adobe Research icon Graphics (2D & 3D)

Publication date: May 11, 2025

Implicit UVs: Real-time Semi-global Parameterization of Implicit Surfaces

Eurographics 2025

Baptiste Genest, Pierre Gueth, Jérémy Levallois, Stephanie Wang
  • 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
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