Publications

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
  • Adobe Research icon 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
  • Adobe Research icon 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
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon 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
  • 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 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
  • 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: January 19, 2025

A Flash in the Pan: Better Prompting Strategies to Deploy Out-of-the-Box LLMs as Conversational Recommendation Systems

International Conference on Computational Linguistics (COLING)

Gustavo Adolpho Lucas de Carvalho, Simon Benigeri, Jennifer Healey, Victor S. Bursztyn, David Demeter, Lawrence Birnbaum
  • 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

ActAnywhere: Subject-Aware Video Background Generation

Neural Information Processing Systems (NeurIPS)

Boxiao Pan, Zhan Xu, Chun-Hao Paul Huang, Krishna Kumar Singh, Yang Zhou, Leonidas J. Guibas, Jimei Yang
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

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)

Publication date: December 2, 2024

Direct Manipulation of Analytic Implicit Surfaces

SIGGRAPH Asia 2024

Marzia Riso, Élie Michel, Axel Paris, Valentin Deschaintre, Mathieu Gaillard, Fabio Pellacini
Best Paper Award - Honorable Mention
  • Adobe Research icon Graphics (2D & 3D)

Publication date: December 2, 2024

Procedural Material Generation with Reinforcement Learning

SIGGRAPH Asia 2024

Beichen Li, Yiwei Hu, Paul Guerrero, Milos Hasan, Liang Shi, Valentin Deschaintre, Wojciech Matusik
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: December 1, 2024

DMesh: A Differentiable Representation for General Meshes

The Thirty-Eighth Annual Conference on Neural Information Processing Systems

Sanghyun Son, Matheus Gadelha, Yang Zhou, Zexiang Xu, Ming C. Lin, Yi Zhou
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)
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