Adobe Research » Publications

Publication date: April 29, 2025

X-Fusion: Introducing New Modality to Frozen Large Language Models

arxiv

Sicheng Mo, Thao Nguyen, Xun Huang, Siddharth Iyer, Yijun Li, Yuchen Liu, Abhishek Tandon, Eli Shechtman, Krishna Kumar Singh, Yong Jae Lee, Bolei Zhou, Yuheng Li

Best Paper award at T4V workshop CVPR'25

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: April 28, 2025

Interactive Visualization Recommendation with Hier-SUCB

The Web Conference

Songwen Hu, Ryan A. Rossi, Tong Yu, Junda Wu, Handong Zhao, Sungchul Kim, Shuai Li

AI & Machine Learning

Publication date: April 28, 2025

A Case Study of Human-Authored versus Automatic Dashboard Summaries

ACM CHI 2025 LBW

Jane Hoffswell, Victor S. Bursztyn, Shunan Guo, Eunyee Koh

AI & Machine Learning
Human Computer Interaction

Publication date: April 28, 2025

SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding

ICLR 2025

Jian Chen, Ruiyi Zhang, Yufan Zhou, Tong Yu, Franck Dernoncourt, Jiuxiang Gu, Ryan A. Rossi, Changyou Chen, Tong Sun

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: April 28, 2025

A Large-scale Training Paradigm for Graph Generative Models

ICLR 2025

Yu Wang, Ryan A. Rossi, Namyong Park, Huiyuan Chen, Nesreen K. Ahmed, Puja Trivedi, Franck Dernoncourt, Danai Koutra, Tyler Derr

AI & Machine Learning
Content Intelligence
Data Intelligence

Publication date: April 26, 2025

Creativity Supportive Ecosystems: A Framework for Understanding Function and Disruption in Online Art Worlds

CHI 2025

Shm Garanganao Almeda, Joy Kim, Bjoern Hartmann

Honorable Mention

AI & Machine Learning
Human Computer Interaction

Publication date: April 26, 2025

Compositional Structures as Substrates for Human-AI Co-creation Environment: A Design Approach and A Case Study

CHI 2025

Yining Cao, Yiyi Huang, Anh Truong, Hijung Valentina Shin, Haijun Xia

AI & Machine Learning
Human Computer Interaction

Publication date: April 25, 2025

LogoMotion: Visually-Grounded Code Synthesis for Creating and Editing Animation

CHI 2025

Vivian Liu, Rubaiat Habib, Li-Yi Wei, Matt Fisher, Tim Langlois, Seth Walker, Lydia Chilton

AI & Machine Learning
Graphics (2D & 3D)
Human Computer Interaction

Publication date: April 24, 2025

OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models

ICLR

Junda Wu, Xintong Li, Ruoyu Wang, Yu Xia, Yuxin Xiong, Jianing Wang, Tong Yu, Xiang Chen, Branislav Kveton, Lina Yao, Jingbo Shang, Julian McAuley

AI & Machine Learning
Intelligent Agents & Assistants
Natural Language Processing

Publication date: April 21, 2025

Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs

International Conference on Learning Representations (ICLR)

Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Utkarsh Tyagi, Oriol Nieto, Zeyu Jin, Dinesh Manocha

AI & Machine Learning
Audio

Publication date: April 18, 2025

Priming at Scale: An Evaluation of Using AI to Generate Primes for Mobile Readers

Conference on Human Factors in Computing Systems (CHI 2025) (LBW)

Namrata Srivastava, Jennifer Healey, Rajiv Jain, Guanli Liu, Ying Ma, Borano Llana, Dragan Gasevic, Tilman Dingler, Shaun Wallace

AI & Machine Learning
Human Computer Interaction

Publication date: April 18, 2025

Wearables as Affective Interfaces

Conference on Human Factors in Computing Systems (CHI 2025) (Workshop on Affective interaction and affective computing – past, present and future)

Jennifer Healey, Healey

AI & Machine Learning
Human Computer Interaction

Publication date: April 10, 2025

PlotEdit: Natural Language-Driven Accessible Chart Editing in PDFs via Multimodal LLM Agents

ECIR 2025

Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt

AI & Machine Learning
Document Intelligence
Intelligent Agents & Assistants
Natural Language Processing

Publication date: April 7, 2025

ReCLAP: Improving Zero Shot Audio Classification by Describing Sounds

International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Sreyan Ghosh, Sonal Kumar, Chandra Kiran Reddy Evuru, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha

AI & Machine Learning
Audio
Natural Language Processing

Publication date: April 7, 2025

Sketch2Sound: Controllable Audio Generation via Time-Varying Signals and Sonic Imitations

International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Hugo Flores García, Oriol Nieto, Justin Salamon, Bryan Pardo, Prem Seetharaman

AI & Machine Learning
Audio

Publication date: April 1, 2025

Perm: A Parametric Representation for Multi-Style 3D Hair Modeling.

Proceedings of the Fifteenth International Conference on Learning Representations (ICLR 2025)

Chengan He, Xin Sun, Zhixin Shu, Fujun Luan, Soren Pirk, Jorge Alejandro Amador Herrera, Dominik L. Michels, Tuanfeng Y. Wang, Meng Zhang, Holly Rushmeier, Yi Zhou

Spotlight

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

Publication date: March 28, 2025

VideoMix: Aggregating How-To Videos for Task-Oriented Learning

IUI 2025

Saelyne Yang, Anh Truong, Juho Kim, Dingzeyu Li

AI & Machine Learning
Content Intelligence
Human Computer Interaction
Intelligent Agents & Assistants

Publication date: March 24, 2025

MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark

International Conference on Learning Representations (ICLR)

S Sakshi, Utkarsh Tyagi, Sonal Kumar, Ashish Seth, Ramaneswaran Selvakumar, Oriol Nieto, Ramani Duraiswami, Sreyan Ghosh, Dinesh Manocha

Oral Paper (Top 5%)

AI & Machine Learning
Audio
Natural Language Processing

Publication date: March 11, 2025

Evaluation-Free Time-Series Forecasting Model Selection via Meta-Learning

ACM Transactions on Knowledge Discovery from Data

mustafa abdallah, Ryan A. Rossi, Kanak Mahadik, Sungchul Kim, Handong Zhao, Saurabh Bagchi

AI & Machine Learning

Publication date: March 5, 2025

Token-level adversarial prompt detection based on perplexity measures and contextual information

ICLR Workshop on Building Trust in Language Models and Applications

Zhengmian Hu, Gang Wu, Saayan Mitra, Ruiyi Zhang, Tong Sun, Heng Huang, Vishy Swaminathan

AI & Machine Learning
Intelligent Agents & Assistants
Natural Language Processing

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