Publications

Publication date: July 19, 2025

NoLiMa: Long-Context Evaluation Beyond Literal Matching

ICML 2025

Ali Modarressi, Hanieh Deilamsalehy, Franck Dernoncourt, Trung Bui, Ryan A. Rossi, David Seunghyun Yoon, Hinrich Schütze
  • 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: July 19, 2025

Toward Robust Hyper-Detailed Image Captioning: A Multiagent Approach and Dual Evaluation Metrics for Factuality and Coverage

ICML 2025

Saehyung Lee, David Seunghyun Yoon, Trung Bui, Jing Shi, Sungroh Yoon
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: July 17, 2025

LUSIFER: Language Universal Space Integration for Enhanced Representation in Multilingual Text Embedding Models

SIGIR 2025

Hieu Man, Nghia Trung Ngo, Viet LAI, Ryan A. Rossi, Franck Dernoncourt, Thien Huu Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: July 5, 2025

ImprovMate: Multimodal AI Assistant for Improv Actor Training

DIS 2025

Riccardo Drago, Yotam Sechayk, Doga Dogan, Andrea Sanna, Takeo Igarashi
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Intelligent Agents & Assistants

Publication date: July 4, 2025

Narrative Motion Blocks: Combining Direct Manipulation and Natural Language Interactions for Animation Creation

DIS 2025

Samuelle Bourgault, Li-Yi Wei, Jennifer Jacobs, Rubaiat Habib
Best paper award
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Human Computer Interaction

Publication date: July 1, 2025

A Deep Emulator for Secondary Motion of 3D Characters

Proceedings of the 34nd IEEE International Conference on Computer Vision and Pattern Recognition

Mianlun Zheng, Yi Zhou, Duygu Ceylan, Jernej Barbic
Oral Paper
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 23, 2025

Triangle Rejection Sampling for Density-Equipped Meshes on GPU

Computer Graphics Forum (Proc. High Performance Graphics 2025)

Jérémie Schertzer, Théo Thonat, Tamy Boubekeur
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 22, 2025

Cache-Craft: Managing Chunk-Caches for Efficient Retrieval-Augmented Generation

Special Interest Group on Management of Data (SIGMOD)

Shubham Agarwal, Sai Narayan Sundaresan, Subrata Mitra, Deb Mahapatra, Tong Yu, Shiv Saini
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Systems & Languages

Publication date: June 15, 2025

The Photographer’s Eye: Teaching Multimodal Large Language Models to See, and Critique Like Photographers

CVPR 2025

Daiqing Qi, Handong Zhao, Jing Shi, Simon Jenni, Yifei Fan, Franck Dernoncourt, Scott Cohen, Sheng Li
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Intelligent Agents & Assistants

Publication date: June 15, 2025

MetaShadow: Object-Centered Shadow Detection, Removal, and Synthesis

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Tianyu (Steve) Wang, Jianming Zhang, Haitian Zheng, Zhihong Ding, Scott Cohen, Zhe Lin, Wei Xiong, Chi-Wing Fu, Luis Figueroa, Soo Ye Kim
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 15, 2025

FINECAPTION: Compositional Image Captioning Focusing on Wherever You Want at Any Granularity

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Hang Hua, Qing Liu, Lingzhi Zhang, Jing Shi, Soo Ye Kim, Zhifei Zhang, Yilin Wang, Jianming Zhang, Zhe Lin, Jiebo Luo
  • Adobe Research icon AI & Machine Learning

Publication date: June 15, 2025

SimMotionEdit: Text-Based Human Motion Editing with Motion Similarity Prediction

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Zhengyuan Li, Kai Cheng, Anindita Ghosh, Uttaran Bhattacharya, Liangyan Gui, Aniket Bera
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 15, 2025

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Aditya Ganeshan, Thibault Groueix, Paul Guerrero, Radomír Měch, Matthew Fisher, Daniel Ritchie, Fisher
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 15, 2025

CraftsMan3D: High-fidelity Mesh Generation with 3D Native Generation and Interactive Geometry Refiner

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Weiyu Li, Jiarui Liu, Hongyu Yan, Rui Chen, Yixun Liang, Xuelin Chen, Ping Tan, Xiaoxiao Long
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 15, 2025

From Slow Bidirectional to Fast Autoregressive Video Diffusion Models

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Tianwei Yin, Qiang Zhang, Richard Zhang, William (Bill) Freeman, Fredo Durand, Eli Shechtman, Xun Huang
#1 on VBench Leaderboard at submission
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 14, 2025

Generative Video Propagation

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Shaoteng Liu, Tianyu (Steve) Wang, Jui-Hsien Wang, Qing Liu, Zhifei Zhang, Joon-Young Lee, Yijun Li, Bei Yu, Zhe Lin, Soo Ye Kim, Jiaya Jia
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 13, 2025

Multitwine: Multi-Object Compositing with Text and Layout Control

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Gemma Canet Tarrés, Zhe Lin, Zhifei Zhang, He Zhang, Andrew Gilbert, John Collomosse, Soo Ye Kim
Highlight
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 13, 2025

Shape My Moves: Text-Driven Shape-Aware Synthesis of Human Motions

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Ting-Hsuan Liao, Yi Zhou, Yu Shen, Chun-Hao Paul Huang, Saayan Mitra, Jia-Bin Huang, Uttaran Bhattacharya
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 13, 2025

Polarized Color Screen Matting

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Kenji Enomoto, Scott Cohen, Brian Price, TJ Rhodes
Highlight
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 13, 2025

Generative Image Layer Decomposition with Visual Effects

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Jinrui Yang, Qing Liu, Yijun Li, Soo Ye Kim, Daniil Pakhomov, Mengwei Ren, Jianming Zhang, Zhe Lin, Cihang Xie, Yuyin Zhou
  • Adobe Research icon AI & Machine Learning
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