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06/20/2023
Lingua Manga: A Generic Large Language Model Centric System for Data Curation
Data curation is a wide-ranging area which contains many critical but ti...
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06/20/2023
RoTaR: Efficient Row-Based Table Representation Learning via Teacher-Student Training
We propose RoTaR, a row-based table representation learning method, to a...
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06/15/2023
Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation
Zero-shot NL2SQL is crucial in achieving natural language to SQL that is...
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11/10/2021
Self-Supervised Multi-Object Tracking with Cross-Input Consistency
In this paper, we propose a self-supervised learning procedure for train...
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10/13/2021
Updating Street Maps using Changes Detected in Satellite Imagery
Accurately maintaining digital street maps is labor-intensive. To addres...
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10/10/2021
Beyond Road Extraction: A Dataset for Map Update using Aerial Images
The increasing availability of satellite and aerial imagery has sparked ...
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03/26/2021
SkyQuery: An Aerial Drone Video Sensing Platform
Video-based sensing from aerial drones, especially small multirotor dron...
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03/26/2021
MultiScope: Efficient Video Pre-processing for Exploratory Video Analytics
Performing analytics tasks over large-scale video datasets is increasing...
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03/24/2021
TagMe: GPS-Assisted Automatic Object Annotation in Videos
Training high-accuracy object detection models requires large and divers...
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12/04/2020
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation
Can AI help automate human-easy but computer-hard data preparation tasks...
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05/19/2020
ExSample: Efficient Searches on Video Repositories through Adaptive Sampling
Capturing and processing video is increasingly common as cameras become ...
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02/03/2020
Optimizing Query Predicates with Disjunctions for Column Stores
Since its inception, database research has given limited attention to op...
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06/17/2019
Machine-Assisted Map Editing
Mapping road networks today is labor-intensive. As a result, road maps h...
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07/14/2018
TabulaROSA: Tabular Operating System Architecture for Massively Parallel Heterogeneous Compute Engines
The rise in computing hardware choices is driving a reevaluation of oper...
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02/11/2018