Publications

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 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 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

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
  • 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: March 1, 2025

Text2Relight: Creative Portrait Relighting with Text Guidance

The Association for the Advancement of Artificial Intelligence (AAAI) 2025

Junuk Cha, Mengwei Ren, Krishna Kumar Singh, He Zhang, Yannick Hold-Geoffroy, Seunghyun Yoon, HyunJoon Jung, Seungryul Baek, Jae Shin Yoon
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: January 19, 2025

Federated Retrieval Augmented Generation for Multi-Product Question Answering

COLING

Parshin Shojaee, Sai Sree Harsha, Dan Luo, Akash Maharaj, Tong Yu, Yunyao Li
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: December 16, 2024

Uncertainty-aware Fine-tuning of Segmentation Foundation Models

Proceedings of the 38th International Conference on Neural Information Processing Systems (NeurIPS 2024)

Kangning Liu, Brian Price, Jason Kuen, Yifei Fan, Zijun Wei, Luis Figueroa, Krzysztof Geras, Carlos Fernandez-Granda
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: December 14, 2024

Copiloting Creative 3D Scene Modeling and Visualization with Generative Agents

Neural Information Processing Systems (NeurIPS)

Stefano Petrangeli, Yu Shen, Gang Wu, Matheus Gadelha, Cuong Nguyen, Petrangeli
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Intelligent Agents & Assistants

Publication date: December 11, 2024

Thinking Forward: Memory-Efficient Federated Finetuning of Language Models

The 38th Annual Conference on Neural Information Processing Systems (NeurIPS)

Kunjal Panchal, Nisarg Parikh, Sunav Choudhary, Lijun Zhang, Yuriy Brun, Hui Guan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Systems & Languages

Publication date: December 10, 2024

Calibrating Reasoning in Language Models with Internal Consistency

NeurIPS

Zhihui Xie, Jizhou Guo, Tong Yu, Shuai Li
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: December 9, 2024

Improved Distribution Matching Distillation for Fast Image Synthesis

NeurIPS 2024

Tianwei Yin, Michaël Gharbi, Taesung Park, Richard Zhang, Eli Shechtman, Frédo Durand, William T. Freeman
Oral
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: December 3, 2024

Compositional Neural Textures

SIGGRAPH Asia 2024

Peihan Tu, Li-Yi Wei, Matthias Zwicker
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)
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