Publications

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: April 24, 2025

Presto! Distilling Steps and Layers for Accelerating Music Generation

International Conference on Learning Representations (ICLR 2025)

Zachary Novack, Ge Zhu, Jonah Casebeer, Julian McAuley, Taylor Berg-Kirkpatrick, Nicholas J. Bryan
Spotlight
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: April 19, 2025

FormA11y—Research and Development of a Tool for Remediating PDF Forms for Accessibility

ACM Transactions on Computer-Human Interaction

Sparsh Paliwal, Joshua Hoeflich, J. Bern Jordan, Rajiv Jain, Vlad Morariu, Alexa Siu, Jonathan Lazar
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Human Computer Interaction

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Human Computer Interaction

Publication date: April 11, 2025

ECLAIR: Enhanced Clarification for Interactive Responses

IAAI 2025

John Murzaku, Zifan Liu, Mehrab Tanjim, Vaishnavi Muppala, Xiang Chen, Yunyao Li
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

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
  • 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: April 10, 2025

Status quo bias and poaching avoidance in selecting strategic alliance partners

Experimental Economics

Mark Ratchford, Dipankar Chakravarti, Atanu R Sinha
  • Adobe Research icon Intelligent Agents & Assistants

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: April 6, 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
  • Adobe Research icon Audio

Publication date: April 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 Document Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon 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%)
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Natural Language Processing

Publication date: March 24, 2025

Guidance Source Matters: How Guidance from AI, Expert, or a Group of Analysts Impacts Visual Data Preparation and Analysis

IUI '25: Proceedings of the 30th International Conference on Intelligent User Interfaces

Arpit Narechania, Alex Endert, Atanu R Sinha
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Intelligent Agents & Assistants

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
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing
1 7 8 9 10 11 12 13 132