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09/18/2023
Scalable Label-efficient Footpath Network Generation Using Remote Sensing Data and Self-supervised Learning
Footpath mapping, modeling, and analysis can provide important geospatia...
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08/12/2023
Bio-SIEVE: Exploring Instruction Tuning Large Language Models for Systematic Review Automation
Medical systematic reviews can be very costly and resource intensive. We...
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08/17/2022
Urban feature analysis from aerial remote sensing imagery using self-supervised and semi-supervised computer vision
Analysis of overhead imagery using computer vision is a problem that has...
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03/08/2022
Self-Supervision, Remote Sensing and Abstraction: Representation Learning Across 3 Million Locations
Self-supervision based deep learning classification approaches have rece...
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02/15/2021
UserReg: A Simple but Strong Model for Rating Prediction
Collaborative filtering (CF) has achieved great success in the field of ...
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10/29/2020
Identifying safe intersection design through unsupervised feature extraction from satellite imagery
The World Health Organization has listed the design of safer intersectio...
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10/06/2020
Robustness and Reliability of Gender Bias Assessment in WordEmbeddings: The Role of Base Pairs
It has been shown that word embeddings can exhibit gender bias, and vari...
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09/28/2020
Transformers Are Better Than Humans at Identifying Generated Text
Fake information spread via the internet and social media influences pub...
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05/29/2020
Automatic Generation of Topic Labels
Topic modelling is a popular unsupervised method for identifying the und...
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10/15/2019
Real-time monitoring of driver drowsiness on mobile platforms using 3D neural networks
Driver drowsiness increases crash risk, leading to substantial road trau...
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10/08/2019
The 'Paris-end' of town? Urban typology through machine learning
The confluence of recent advances in availability of geospatial informat...
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10/08/2019
The Nature of Human Settlement: Building an understanding of high performance city design
In an impending urban age where the majority of the world's population w...
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10/08/2019
Sky pixel detection in outdoor imagery using an adaptive algorithm and machine learning
Computer vision techniques allow automated detection of sky pixels in ou...
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09/13/2019
Modelling Stopping Criteria for Search Results using Poisson Processes
Text retrieval systems often return large sets of documents, particularl...
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05/14/2019
Streetscape augmentation using generative adversarial networks: insights related to health and wellbeing
Deep learning using neural networks has provided advances in image style...
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03/29/2019
Re-Ranking Words to Improve Interpretability of Automatically Generated Topics
Topics models, such as LDA, are widely used in Natural Language Processi...
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09/12/2015