Results 11 to 20 of about 1,243,089 (305)
FOSTER: Feature Boosting and Compression for Class-Incremental Learning [PDF]
European Conference on Computer Vision, 2022 The ability to learn new concepts continually is necessary in this ever-changing world. However, deep neural networks suffer from catastrophic forgetting when learning new categories.
Fu-Yun Wang +3 more
semanticscholar +1 more source
Boosting healthier choices [PDF]
BMJ, 2022 Thomas Rouyard and colleagues discuss use of the boosting approach as an alternative to nudging in developing non-coercive interventions to promote ...
Rouyard, Thomas +3 more
openaire +2 more sources
XGBoost: A Scalable Tree Boosting System [PDF]
Knowledge Discovery and Data Mining, 2016 Tree boosting is a highly effective and widely used machine learning method. In this paper, we describe a scalable end-to-end tree boosting system called XGBoost, which is used widely by data scientists to achieve state-of-the-art results on many machine
Tianqi Chen, Carlos Guestrin
semanticscholar +1 more source
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks [PDF]
Conference on Empirical Methods in Natural Language Processing, 2019 We present EDA: easy data augmentation techniques for boosting performance on text classification tasks. EDA consists of four simple but powerful operations: synonym replacement, random insertion, random swap, and random deletion.
Jason Wei, Kai Zou
semanticscholar +1 more source
A comparative analysis of gradient boosting algorithms [PDF]
Artificial Intelligence Review, 2019 The family of gradient boosting algorithms has been recently extended with several interesting proposals (i.e. XGBoost, LightGBM and CatBoost) that focus on both speed and accuracy.
Candice Bentéjac +2 more
semanticscholar +1 more source
Feature Pyramid and Hierarchical Boosting Network for Pavement Crack Detection [PDF]
IEEE transactions on intelligent transportation systems (Print), 2019 Pavement crack detection is a critical task for insuring road safety. Manual crack detection is extremely time-consuming. Therefore, an automatic road crack detection method is required to boost this progress.
F. Yang +5 more
semanticscholar +1 more source
Immune boosting by B.1.1.529 (Omicron) depends on previous SARS-CoV-2 exposure
Science, 2022 The Omicron, or Pango lineage B.1.1.529, variant of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) carries multiple spike mutations with high transmissibility and partial neutralizing antibody (nAb) escape.
C. Reynolds +145 more
semanticscholar +1 more source
Boosting Zn electrode reversibility in aqueous electrolyte using low-cost antisolvents.
Angewandte Chemie, 2021 Antisolvent addition has been widely studied in crystallization in the pharmaceutical industries by breaking the solvation balance of the original solution.
Junnan Hao +6 more
semanticscholar +1 more source
eXtreme Gradient Boosting Algorithm with Machine Learning: a Review
Academic Journal of Nawroz University, 2023 The primary task of machine learning is to extract valuable information from the data that is generated every day, process it to learn from it, and take useful actions.
Zeravan Arif Ali +4 more
semanticscholar +1 more source
Boosting Crowd Counting via Multifaceted Attention [PDF]
Computer Vision and Pattern Recognition, 2022 This paper focuses on the challenging crowd counting task. As large-scale variations often exist within crowd images, neither fixed-size convolution kernel of CNN nor fixed-size attention of recent vision transformers can well handle this kind of ...
Hui Lin +4 more
semanticscholar +1 more source