Publications

March 11, 2025 ACM Transactions on Knowledge Discovery from Data

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

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

AI & Machine Learning

March 5, 2025 ICLR Workshop on Building Trust in Language Models and Applications

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

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

AI & Machine Learning Intelligent Agents & Assistants Natural Language Processing

March 4, 2025 AAAI 2025 Workshop on Document Understanding and Intelligence

Domain-specific Question Answering with Hybrid Search

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

March 1, 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2025

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

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

Graphics (2D & 3D)

March 1, 2025 The Association for the Advancement of Artificial Intelligence (AAAI) 2025

Text2Relight: Creative Portrait Relighting with Text Guidance

Junuk Cha, Mengwei Ren, Krishna Kumar Singh, He Zhang, Yannick Hold-Geoffroy, Seunghyun Yoon, HyunJoon Jung, Seungryul Baek, Jae Shin Yoon

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

February 28, 2025 Winter Conference on Applications of Computer Vision (WACV)

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

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

Computer Vision, Imaging & Video

February 28, 2025 Winter Conference on Applications of Computer Vision (WACV)

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

Aishwarya Agarwal, Srikrishna Karanam, Balaji Vasan Srinivasan

Computer Vision, Imaging & Video

February 26, 2025 Arxiv

Exploring Rewriting Approaches for Different Conversational Tasks

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

February 26, 2025 IEEE Robotics and Automation Letters (RA-L), 2025

RAMPA: Robotic Augmented Reality for Machine Programming by DemonstrAtion

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

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

February 4, 2025 Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

Temporally-Coherent Surface Reconstruction using Metrically-Consistent Atlases

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)