Agile modeling: From concept to classifier in minutes

O Stretcu, E Vendrow, K Hata… - Proceedings of the …, 2023‏ - openaccess.thecvf.com
The application of computer vision methods to nuanced, subjective concepts is growing.
While crowdsourcing has served the vision community well for most objective tasks (such as …

Hydro: Adaptive Query Processing of ML Queries

GT Kakkar, J Cao, A Sengupta, J Arulraj… - arxiv preprint arxiv …, 2024‏ - arxiv.org
Query optimization in relational database management systems (DBMSs) is critical for fast
query processing. The query optimizer relies on precise selectivity and cost estimates to …

V2V: Efficiently Synthesizing Video Results for Video Queries

D Winecki, A Nandi - 2024 IEEE 40th International Conference …, 2024‏ - ieeexplore.ieee.org
Querying video data has become increasingly popular and useful. Video queries can be
complex, ranging from retrieval tasks (“find me the top videos that have…”), to analytics …

Video Situation Monitoring Using Continuous Queries

H Billah, S Chakravarthy - … Conference on Database and Expert Systems …, 2024‏ - Springer
Video situation monitoring is important for many applications such as infrastructure
surveillance, traffic monitoring, etc. Currently, situations are monitored either manually using …

Self-Enhancing Video Data Management System for Compositional Events with Large Language Models [Technical Report]

E Zhang, N Sullivan, B Haynes, R Krishna… - arxiv preprint arxiv …, 2024‏ - arxiv.org
Complex video queries can be answered by decomposing them into modular subtasks.
However, existing video data management systems assume the existence of predefined …

[PDF][PDF] Equi-vocal demonstration: Synthesizing video queries from user interactions

E Zhang, M Daum, D He, M Ganti… - Proceedings of the …, 2023‏ - drive.google.com
We demonstrate EQUI-VOCAL, a system that synthesizes compositional queries over videos
from user feedback. EQUI-VOCAL enables users to query a video database for complex …

Explainable Multi-Modal Data Exploration in Natural Language via LLM Agent

F Nooralahzadeh, Y Zhang, J Furst… - arxiv preprint arxiv …, 2024‏ - arxiv.org
International enterprises, organizations, or hospitals collect large amounts of multi-modal
data stored in databases, text documents, images, and videos. While there has been recent …

[كتاب][B] Data Storage and Exploration in a Video Data Management System

M Daum - 2023‏ - search.proquest.com
Increasingly many scientific and engineering domains rely on video data, which is
information dense and relatively easy to collect. At the same time, recent advances in …

Leveraging Video Situation Monitoring in Assisted Living Environment

U Hafsa Billah, A Santra, S Chakravarthy - Proceedings of the 17th …, 2024‏ - dl.acm.org
Video situation monitoring is essential for various applications such as surveillance and
monitoring and societal applications (eg, senior care or Assisted Living (AL) monitoring) …

Data Systems for Explainable AI and Incorporating AI Infrastructure into Data Systems

D He - 2024‏ - search.proquest.com
Artificial Intelligence (AI) has become a cornerstone of modern computing, powering a wide
range of applications in fields from face recognition and machine translation to medical …