Results 11 to 20 of about 539,870 (246)
Weakly supervised classification in high energy physics [PDF]
Journal of High Energy Physics, 2017 As machine learning algorithms become increasingly sophisticated to exploit subtle features of the data, they often become more dependent on simulations.
Lucio Mwinmaarong Dery +3 more
doaj +2 more sources
Weakly Supervised Learning of Objects, Attributes and their Associations [PDF]
, 2014 . When humans describe images they tend to use combinations of nouns and adjectives, corresponding to objects and their associated attributes respectively.
Zhiyuan Shi +11 more
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Automatic annotation for weakly supervised learning of detectors [PDF]
, 2012 PhDObject detection in images and action detection in videos are among the most widely studied computer vision problems, with applications in consumer photography, surveillance, and automatic media tagging. Typically, these standard detectors are fully
Siva, Parthipan
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Weakly-Supervised Joint Sentiment-Topic Detection from Text [PDF]
, 2011 Sentiment analysis or opinion mining aims to use automated tools to detect subjective information such as opinions, attitudes, and feelings expressed in text. This paper proposes a novel probabilistic modeling framework called joint sentiment-topic (JST)
Richard M. Everson (21814214) +3 more
core +6 more sources
Phenotypic Analysis of Diseased Plant Leaves Using Supervised and Weakly Supervised Deep Learning
Plant Phenomics, 2023 Deep learning and computer vision have become emerging tools for diseased plant phenotyping. Most previous studies focused on image-level disease classification.
Lei Zhou +4 more
doaj +1 more source
Sensors, 2021 Gas-path anomalies account for more than 90% of all civil aero-engine anomalies. It is essential to develop accurate gas-path anomaly detection methods.
Hao Sun, Xuyun Fu, Shisheng Zhong
doaj +1 more source
OVERVIEW OF COMPUTER VISION SUPERVISED LEARNING TECHNIQUES FOR LOW-DATA TRAINING [PDF]
Journal of Engineering Science (Chişinău), 2020 In the age of big data and machine learning the costs to turn the data into fuel for the algorithms is prohibitively high. Organizations that can train better models with fewer annotation efforts will have a competitive edge.
BURLACU, Alexandru
doaj +1 more source
Agriculture, 2020 Rice is one of the most important staple food sources worldwide. Effective and cheap monitoring of rice planting areas is demanded by many developing countries.
Mo Wang, Jing Wang, Li Chen
doaj +1 more source
Weakly Supervised Domain Detection
Transactions of the Association for Computational Linguistics, 2019 In this paper we introduce domain detection as a new natural language processing task. We argue that the ability to detect textual segments that are domain-heavy (i.e., sentences or phrases that are representative of and provide evidence for a given ...
Xu, Yumo, Lapata, Mirella
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You can simply rely on communities for a robust characterization of stances
Proceedings of the International Florida Artificial Intelligence Research Society Conference, 2021 We show that the structure of communities in social me- dia provides robust information for weakly supervised approaches to assign stances to tweets.
Damián Ariel Furman +4 more
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