Publications

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
  • Adobe Research icon 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
  • Adobe Research icon Computer Vision, Imaging & Video

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
  • Adobe Research icon Computer Vision, Imaging & Video

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

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

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
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Document Intelligence

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Intelligent Agents & Assistants

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
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Document 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
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 3, 2026

Towards Design Compositing

Conference on Computer Vision and Pattern Recognition (CVPR 2026) - CVEU workshop

Abhinav Mahajan, Abhikhya Tripathy, Sudeeksha Reddy Pala, Vaibhav Methi, Joseph K J, Balaji Vasan Srinivasan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 3, 2026

Test-time Conditional Text-to-Image Synthesis Using Diffusion Models

Conference on Computer Vision and Pattern Recognition (CVPR 2026) - AAVM Workshop

Tripti Shukla, Srikrishna Karanam, Balaji Vasan Srinivasan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: May 31, 2026

GENIE: A Visual-Only Diffusion Framework for TaskAgnostic Image Transformation

Transactions on Machine Learning Research

Uddeshya Singh, Aniket Thomas, Aishwarya Agarwal, Srikrishna Karanam, Biplab Banerjee
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: May 29, 2026

OWLViz: An Open-World Benchmark for Visual Question Answering

AAMAS 2026

Thuy Nguyen, Dang Nguyen, Hoàng Nguyễn, Thuan Duc Luong, Franck Dernoncourt, Long Hoang Dang, Viet Lai
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing
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