Publications

February 22, 2023 ACM/IEEE Symposium on Edge Computing

SODA: Protecting Proprietary Information in On-Device Machine Learning Models

Akanksha Atrey, Ritwik Sinha, Saayan Mitra, Prashant Shenoy

AI & Machine Learning Data Intelligence

February 14, 2023 AAAI-23 Workshop on Scientific Document Understanding

Envisioning the Next-Gen Document Reader

Catherine Yeh, Nedim Lipka, Franck Dernoncourt

AI & Machine Learning Document Intelligence Human Computer Interaction

February 14, 2023 AAAI 2023

DocEdit: Language-guided Document Editing

Puneet Mathur, Rajiv Jain, Jiuxiang Gu, Franck Dernoncourt, Dinesh Manocha, Vlad Morariu

AI & Machine Learning Document Intelligence Natural Language Processing

February 13, 2023 AAAI 2023 Workshop AI4BC: AI for Behavior Change

Personalized Detection of Cognitive Biases in Actions of Users from Their Logs: Anchoring and Recency Biases

Atanu R Sinha, Navita Goyal, Sunny Dhamnani, Tanay Asija, Raja K Dubey, M V Kaarthik Raja, Georgios Theocharous

AI & Machine Learning Data Intelligence Intelligent Agents & Assistants

January 6, 2023 WACV 2023

LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos

Jielin Qiu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Ding Zhao, Hailin Jin

AI & Machine Learning Computer Vision, Imaging & Video Document Intelligence

January 6, 2023 WACV 2023

LayerDoc: Layer-wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents

Puneet Mathur, Rajiv Jain, Ashutosh Mehra, Jiuxiang Gu, Franck Dernoncourt, Anandhavelu Natarajan, Quan Hung Tran, Verena Kaynig-Fittkau, Ani Nenkova, Dinesh Manocha, Vlad Morariu

AI & Machine Learning Computer Vision, Imaging & Video Document Intelligence

January 5, 2023 Proceedings of the VLDB Endowment (VLDB)

Seiden: Revisiting Query Processing in Video Database Systems

Jaeho Bang, Gaurav Tarlok Kakkar, Pramod Chunduri, Subrata Mitra, Joy Arulraj

Computer Vision, Imaging & Video Systems & Languages

January 4, 2023 AAAI Conference on Artificial Intelligence (AAAI)

Layout Representation Learning with Spatial and Structural Hierarchies

Yue Bai, Dipu Manandhar, Zhaowen Wang, John Collomosse, Yun Fu

AI & Machine Learning Document Intelligence

January 4, 2023 AAAI Conference on Artificial Intelligence (AAAI)

Audio-Visual Contrastive Learning with Temporal Self-Supervision

Simon Jenni, Alexander Black, John Collomosse, John Collomosse

AI & Machine Learning Computer Vision, Imaging & Video Content Intelligence

January 4, 2023 IEEE/CVF Winter Conf. on Applications of Computer Vision (WACV-W)

Video Manipulations Beyond Faces: A Dataset with Human-Machine Analysis

Trisha Mittal, Ritwik Sinha, Vishy Swaminathan, John Collomosse, Dinesh Manocha

AI & Machine Learning Computer Vision, Imaging & Video Content Intelligence