Novel meta-learning approaches for few-shot image classification
In recent years, there has been rapid progress in computing performance and communication techniques, leading to a surging interest in artificial intelligence. Artificial intelligence aims to achieve human intelligence by making a machine think. However, current machine learning and optimisation tec...
| Main Author: | Song, Heda |
|---|---|
| Format: | Thesis (University of Nottingham only) |
| Language: | English |
| Published: |
2022
|
| Subjects: | |
| Online Access: | https://eprints.nottingham.ac.uk/68943/ |
Similar Items
Automatic image annotation applied to habitat classification
by: Torres Torres, Mercedes
Published: (2015)
by: Torres Torres, Mercedes
Published: (2015)
The effect of shot peening on the initiation of fatigue cracks by fretting
by: Leadbeater, G.
Published: (1983)
by: Leadbeater, G.
Published: (1983)
The effect of shot peening on fatigue and fretting-fatigue of aluminium alloys
by: Fair, G.H.
Published: (1988)
by: Fair, G.H.
Published: (1988)
Developing and improving methods for robust ensemble classification: an aggregation operator and clustering-classification approach
by: Agrawal, Utkarsh
Published: (2019)
by: Agrawal, Utkarsh
Published: (2019)
On the zero crossings of a generalized shot noise process
by: Howard, Roy
Published: (2011)
by: Howard, Roy
Published: (2011)
Novel automated classification approaches for citizen science
by: Jiménez Morales, Manuel Alejandro
Published: (2020)
by: Jiménez Morales, Manuel Alejandro
Published: (2020)
Stain separation, cell classification and histochemical score in digital histopathology images
by: Liu, Jingxin
Published: (2018)
by: Liu, Jingxin
Published: (2018)
The influence of shot peening on the fatigue response of Ti-6Al-4V surfaces subject to different machining processes
by: Xu, Zhengkai, et al.
Published: (2018)
by: Xu, Zhengkai, et al.
Published: (2018)
An investigation of fuzzy methods and meta learning for feature selection
by: Shen, Zixiao
Published: (2022)
by: Shen, Zixiao
Published: (2022)
Novel methods for automatic analysis on vascular
images
by: Ding, Yuchun
Published: (2016)
by: Ding, Yuchun
Published: (2016)
Surface-integral formulation of scattering theory
by: Kadyrov, Alisher, et al.
Published: (2009)
by: Kadyrov, Alisher, et al.
Published: (2009)
Deep word embeddings for visual speech recognition
by: Stafylakis, Themos, et al.
Published: (2018)
by: Stafylakis, Themos, et al.
Published: (2018)
IOT threats detection using few shots learning
by: Chua, Cheng Han
Published: (2024)
by: Chua, Cheng Han
Published: (2024)
Feasibility analysis of drill bit tracking using seismic while drilling technique
by: Sun, Baichun, et al.
Published: (2012)
by: Sun, Baichun, et al.
Published: (2012)
The relationship between the use of Meta-cognitive Self Regulated Learning Strategies (Meta-SRLS) and achievement in English language learning
by: Mahadi, Rozilawati
Published: (2019)
by: Mahadi, Rozilawati
Published: (2019)
Mutality in psychotherapy: a meta-analysis and meta-synthesis
by: Cornelius-White, J., et al.
Published: (2018)
by: Cornelius-White, J., et al.
Published: (2018)
New approaches for the integration of the discrete cosine transform in neural networks for fine-grained image classification
by: Tan, Kelvin Sim Zhen
Published: (2025)
by: Tan, Kelvin Sim Zhen
Published: (2025)
New Learning Models for Generating Classification Rules Based on Rough Set Approach
by: Al Shalabi, Luai Abdel Lateef
Published: (2000)
by: Al Shalabi, Luai Abdel Lateef
Published: (2000)
Stylistic atructures: a computational approach to text classification
by: Forsyth, Richard
Published: (1996)
by: Forsyth, Richard
Published: (1996)
Poor transferability of machine learning classification models: classifying vegetation on palsa complexes in Arctic Sweden
by: Dancer, Holly
Published: (2024)
by: Dancer, Holly
Published: (2024)
An investigation of deep learning for image processing applications
by: Hou, Xianxu
Published: (2018)
by: Hou, Xianxu
Published: (2018)
Performance of methods for meta-analysis of diagnostic test accuracy with few studies or sparse data
by: Takwoingi, Yemisi, et al.
Published: (2015)
by: Takwoingi, Yemisi, et al.
Published: (2015)
Classification of supply chain knowledge: A morphological approach
by: Sudhindra, S., et al.
Published: (2014)
by: Sudhindra, S., et al.
Published: (2014)
Semi-supervised Learning for Medical Image Segmentation
by: Li, Ruizhe
Published: (2023)
by: Li, Ruizhe
Published: (2023)
A novel information theoretic approach to wavelet feature selection for texture classification
by: Naseem, Imran, et al.
Published: (2012)
by: Naseem, Imran, et al.
Published: (2012)
A reproduction and replication of Engel's meta-study of dictator game experiments
by: Zhang, Lyla, et al.
Published: (2012)
by: Zhang, Lyla, et al.
Published: (2012)
Cortisol levels and suicidal behavior: a meta-analysis
by: O’Connor, Daryl B., et al.
Published: (2015)
by: O’Connor, Daryl B., et al.
Published: (2015)
First-person narratives around sexuality in residential healthcare settings: a meta-ethnographic synthesis
by: Hooper, Anna, et al.
Published: (2016)
by: Hooper, Anna, et al.
Published: (2016)
Alcohol consumption and the risk of tuberculosis: a systematic review and Meta-analysis
by: Simou, Evangelia, et al.
Published: (2018)
by: Simou, Evangelia, et al.
Published: (2018)
Classification of foot drop gait characteristic due to lumbar radiculopathy using machine learning algorithms
by: Sharif Bidabadi, Shiva, et al.
Published: (2019)
by: Sharif Bidabadi, Shiva, et al.
Published: (2019)
Caregiving in multiple sclerosis and quality of life: a meta-synthesis of qualitative research
by: Topcu, Gogem, et al.
Published: (2016)
by: Topcu, Gogem, et al.
Published: (2016)
Multi-class Pattern Classification in Imbalanced Data
by: Ghanem, Amal, et al.
Published: (2010)
by: Ghanem, Amal, et al.
Published: (2010)
Self-labeling techniques for semi-supervised time series classification: an empirical study
by: González, Mabel, et al.
Published: (2017)
by: González, Mabel, et al.
Published: (2017)
Temporal meta-data management for model driven applications
by: Davis, Jon, et al.
Published: (2011)
by: Davis, Jon, et al.
Published: (2011)
Creation of Image Database with Synchronized IMU Data for the Purpose of Way Finding for Vision Impaired People
by: Rathnayake, Chamila, et al.
Published: (2013)
by: Rathnayake, Chamila, et al.
Published: (2013)
Ontology-Learning-Based Focused Crawling for Online Service Advertising Information Discovery and Classification
by: Dong, Hai, et al.
Published: (2012)
by: Dong, Hai, et al.
Published: (2012)
Boundaries for use in wheat variety classification use in Australia
by: Williams, Richard Malcolm
Published: (2006)
by: Williams, Richard Malcolm
Published: (2006)
Diabetic retinopathy image classification with quantitative saliency-oriented visual explanation and SLIC-G image preprocessing methods
by: Lim, Wei Xiang
Published: (2024)
by: Lim, Wei Xiang
Published: (2024)
A Systematic Review and Meta-Analysis of Alcohol Consumption and Injury Risk as a Function of Study Design and Recall Period
by: Zeisser, C., et al.
Published: (2013)
by: Zeisser, C., et al.
Published: (2013)
The application of classification methods to the gross error detection problem
by: Gerber, E., et al.
Published: (2014)
by: Gerber, E., et al.
Published: (2014)
Similar Items
-
Automatic image annotation applied to habitat classification
by: Torres Torres, Mercedes
Published: (2015) -
The effect of shot peening on the initiation of fatigue cracks by fretting
by: Leadbeater, G.
Published: (1983) -
The effect of shot peening on fatigue and fretting-fatigue of aluminium alloys
by: Fair, G.H.
Published: (1988) -
Developing and improving methods for robust ensemble classification: an aggregation operator and clustering-classification approach
by: Agrawal, Utkarsh
Published: (2019) -
On the zero crossings of a generalized shot noise process
by: Howard, Roy
Published: (2011)