Adobe Research » Publications

Publication date: June 30, 2026

3D Space as a Scratchpad for Editable Text-to-Image Generation

CVPR 2026

Oindrila Saha, Vojtěch Krs, Radomír Měch, Subhransu Maji, Matheus Gadelha, Kevin Blackburn-Matzen

Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: June 7, 2026

StableMaterials: Enhancing Diversity in Material Generation via Semi-Supervised Learning

Conference on Computer Vision and Pattern Recognition (CVPR 2026)

Giuseppe Vecchio

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: June 7, 2026

Anticipatory Planning for Multimodal Agents

CVPR 2026 Findings

Yongyuan Liang, Shijie Zhou, Yu Gu, Hao Tan, Gang Wu, Franck Dernoncourt, Jihyung Kil, Ryan A. Rossi, Ruiyi Zhang

AI & Machine Learning
Computer Vision, Imaging & Video
Human Computer Interaction
Intelligent Agents & Assistants
Natural Language Processing

Publication date: June 4, 2026

CatalogStitch: Dimension-Aware and Occlusion-Preserving Object Compositing for Catalog Image Generation

Conference on Computer Vision and Pattern Recognition Workshop (CVPRW 2026)

Sanyam Jain, Pragya Kandari, Manit Singhal, He Zhang, Soo Ye Kim

Computer Vision, Imaging & Video

Publication date: June 4, 2026

Beyond Single Images: A Comprehensive Benchmark for Album-Level Vision-Language Understanding

Conference on Computer Vision and Pattern Recognition (CVPR 2026)

Shawn Huang, Brian Price, Yifei Fan, Bryan Morse

Highlight

AI & Machine Learning

Publication date: June 3, 2026

SliderEdit: Continuous Image Editing with Fine-Grained Instruction Control

Conference on Computer Vision and Pattern Recognition (CVPR 2026)

Arman Zarei, Samyadeep Basu, Mobina Pournemat, Sayan Nag, Ryan A. Rossi, Soheil Feizi

CVPR Oral

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence
Intelligent Agents & Assistants

Publication date: June 3, 2026

ID-Sim: An Identity-Focused Similarity Metric

Conference on Computer Vision and Pattern Recognition (CVPR 2026)

Julia Chae, Nicholas Kolkin, Jui-Hsien Wang, Richard Zhang, Sara Beery, Cusuh Ham

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 3, 2026

EasyOmnimatte: Taming Pretrained Inpainting Diffusion Models for End-to-End Video Layered Decomposition

Conference on Computer Vision and Pattern Recognition (CVPR 2026)

Yihan Hu, Xuelin Chen, Xiaodong Cun

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 3, 2026

LoST: Level of Semantics Tokenization for 3D Shapes

Conference on Computer Vision and Pattern Recognition (CVPR 2026)

Niladri Shekhar Dutt, Zifan Shi, Paul Guerrero, Chun-Hao Paul Huang, Duygu Ceylan, Niloy J. Mitra, Xuelin Chen

AI & Machine Learning
Content Intelligence

Publication date: June 3, 2026

V-RGBX: Video Editing with Accurate Controls over Intrinsic Properties

Conference on Computer Vision and Pattern Recognition (CVPR 2026)

Ye Fang, Tong Wu, Valentin Deschaintre, Duygu Ceylan, Iliyan Georgiev, Chun-Hao Paul Huang, Yiwei Hu, Xuelin Chen, Tuanfeng Y. Wang

Computer Vision, Imaging & Video

Publication date: June 3, 2026

AnyDoc: Enhancing Document Generation via Large-Scale HTML/CSS Data Synthesis and Height-Aware Reinforcement Optimization

Conference on Computer Vision and Pattern Recognition (CVPR 2026)

Jiawei Lin, Wanrong Zhu, Vlad Morariu, Chris Tensmeyer

AI & Machine Learning
Content Intelligence
Document Intelligence

Publication date: June 3, 2026

GT-SVJ: Generative-Transformer-Based Self-Supervised Video Judge For Efficient Video Reward Modeling

Conference on Computer Vision and Pattern Recognition (CVPR 2026)

Shivanshu Shekhar, Uttaran Bhattacharya, Raghavendra Addanki, Mehrab Tanjim, Somdeb Sarkhel, Tong Zhang

Computer Vision, Imaging & Video

Publication date: June 3, 2026

Through the PRISM: Principle-Aware, Interpretable, and Multi-Scale Evaluation of Visual Designs

Conference on Computer Vision and Pattern Recognition (CVPR 2026) Findings

Mona Gandhi, Joseph K J, Srinivasan Parthasarathy, Sayan Nag

Findings Track

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence
Document Intelligence
Intelligent Agents & Assistants

Publication date: June 3, 2026

Object-WIPER : Training-Free Object and Associated Effect Removal in Videos

Conference on Computer Vision and Pattern Recognition (CVPR 2026)

Saksham Singh Kushwaha, Sayan Nag, Yapeng Tian, Kuldeep Kulkarni

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence

Publication date: June 3, 2026

DocPrune:Efficient Document Question Answering via Background, Question, and Comprehension-aware Token Pruning

Conference on Computer Vision and Pattern Recognition (CVPR 2026)

Joonmyung Choi, Sanghyeok Lee, Jongha Kim, Sehyung Kim, Dohwan Ko, Jihyung Kil, Hyunwoo J. Kim

Computer Vision, Imaging & Video
Document Intelligence

Publication date: June 3, 2026

SpaceTimePilot: Generative Rendering of Dynamic Scenes Across Space and Time

Conference on Computer Vision and Pattern Recognition (CVPR 2026)

Zhening Huang, Hyeonho Jeong, Xuelin Chen, Yulia Gryaditskaya, Tuanfeng Y. Wang, Joan Lasenby, Chun-Hao Paul Huang

AR, VR & 360 Photography
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: June 3, 2026

Material Magic Wand: Material-Aware Grouping of 3D Parts in Untextured Meshes

Conference on Computer Vision and Pattern Recognition (CVPR 2026)

Umangi Jain, Vladimir (Vova) Kim, Matheus Gadelha, Igor Gilitschenski, Zhiqin Chen

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: June 3, 2026

Concept Regions Matter: Benchmarking CLIP with a New Cluster-Importance Approach

Conference on Computer Vision and Pattern Recognition (CVPR 2026)

Aishwarya Agarwal, Srikrishna Karanam, Vineet Gandhi

Computer Vision, Imaging & Video

Publication date: June 3, 2026

LiteEmbed: Adapting CLIP to Rare Classes

Conference on Computer Vision and Pattern Recognition (CVPR 2026 Findings)

Aishwarya Agarwal, Srikrishna Karanam, Vineet Gandhi

Computer Vision, Imaging & Video

Publication date: June 1, 2026

ReasonX: MLLM-Guided Intrinsic Image Decomposition

IEEE/CVF International Conference on Computer Vision and Pattern Recognition (CVPR) 2026

Alara Dirik, Tuanfeng Y. Wang, Duygu Ceylan, Stefanos Zafeiriou, Anna Frühstück

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

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