Adobe Research » Publications

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

Intelligent Agents & Assistants
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

AI & Machine Learning
Document Intelligence
Intelligent Agents & Assistants
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

Behavioral Economics,
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

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: 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 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

Human Computer Interaction
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

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

Publication date: March 4, 2025

Domain-specific Question Answering with Hybrid Search

AAAI 2025 Workshop on Document Understanding and Intelligence

Dewang Sultania, Zhaoyu Lu, Twisha Naik, Franck Dernoncourt, David Seunghyun Yoon, Sanat Sharma, Trung Bui, Ashok Gupta, Tushar Vatsa, Suhas Suresha, Ishita Verma, Vibha Belavadi, Cheng Chen, Michael Friedrich

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

Publication date: March 1, 2025

Design-o-meter: Towards Evaluating and Refining Graphic Designs

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2025

Sahil Goyal, Abhinav Mahajan, Swasti Shreya Mishra, Prateksha Udhayanan, Tripti Shukla, Joseph K J, Balaji Vasan Srinivasan

Graphics (2D & 3D)

Publication date: February 28, 2025

An Image is Worth Multiple Words: Multi-attribute Inversion for Constrained Text-to-Image Synthesis

Winter Conference on Applications of Computer Vision (WACV)

Aishwarya Agarwal, Srikrishna Karanam, Tripti Shukla, Balaji Vasan Srinivasan

Computer Vision, Imaging & Video

Publication date: February 28, 2025

AlignIT: Enhancing Prompt Alignment in Customization of Text-to-Image Models

Winter Conference on Applications of Computer Vision (WACV)

Aishwarya Agarwal, Srikrishna Karanam, Balaji Vasan Srinivasan

Computer Vision, Imaging & Video

Publication date: February 26, 2025

Exploring Rewriting Approaches for Different Conversational Tasks

Arxiv

Md Mehrab Tanjim, Ryan A. Rossi, Mike Rimer, Xiang Chen, Sungchul Kim, Vaishnavi Muppala, Tong Yu, Zhengmian Hu, Ritwik Sinha, Wei Zhang, Iftikhar Ahamath Burhanuddin, Franck Dernoncourt

Intelligent Agents & Assistants
Natural Language Processing

Publication date: February 26, 2025

RAMPA: Robotic Augmented Reality for Machine Programming by DemonstrAtion

IEEE Robotics and Automation Letters (RA-L), 2025

Fatih Dogangun, Serdar Bahar, Yigit Yildirim, Bora Toprak Temir, Emre Ugur, Doga Dogan

AI & Machine Learning
AR, VR & 360 Photography
Human Computer Interaction

Publication date: February 4, 2025

Temporally-Coherent Surface Reconstruction using Metrically-Consistent Atlases

Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

Jan Bednarik, Noam Aigerman, Vladimir (Vova) Kim, Siddhartha Chaudhuri, Shaifali Parashar, Mathieu Salzmann, Pascal Fua

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

Publication date: February 1, 2025

Detecting Ambiguities to Guide Query Rewrite for Robust Conversations in Enterprise AI Assistants

arXiv

Mehrab Tanjim, Xiang Chen, Victor S. Bursztyn, Uttaran Bhattacharya, Tung Mai, Vaishnavi Muppala, Akash Maharaj, Saayan Mitra, Eunyee Koh, Yunyao Li, Ken Russell

AI & Machine Learning
Intelligent Agents & Assistants
Natural Language Processing

Publication date: January 28, 2025

Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion

Arxiv

Yujian Liu, Jiabao Ji, Tong Yu, Ryan A. Rossi, Sungchul Kim, Handong Zhao, Ritwik Sinha, Yang Zhang, Shiyu Chang

Intelligent Agents & Assistants
Natural Language Processing

Publication date: January 23, 2025

GUI-Bee: Align GUI Action Grounding to Novel Environments via Autonomous Exploration

arXiv

Yue Fan, Handong Zhao, Ruiyi Zhang, Yu Shen, Xin Eric Wang, Gang Wu

AI & Machine Learning
Intelligent Agents & Assistants
Natural Language Processing

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