Neural networks as data

Neural networks as data

<p>In machine learning, neural networks are typically treated as models to be used for various tasks such as classification, regression or generative modeling. In this thesis, we take a different perspective and treat neural networks as data instead of models.</p> <p>Indeed, in de...

وصف كامل

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Dupont, E
مؤلفون آخرون:	Teh, Y
التنسيق:	أطروحة
اللغة:	English
منشور في:	2022
الموضوعات:	Deep learning (Machine learning)

مواد مشابهة

Measuring Laser Beams with a Neural Network (Data)
حسب: Hofer, L, وآخرون
منشور في: (2022)

On kernel and feature learning in neural networks
حسب: He, B
منشور في: (2022)

Efficient neural network verification and training
حسب: De Palma, A
منشور في: (2023)

Understanding Gaussian noise injections in neural networks
حسب: Camuto, A
منشور في: (2021)

Neural networks for inference, inference for neural networks
حسب: Webb, S
منشور في: (2018)

Towards robust neural networks: evaluation and construction
حسب: Lu, J
منشور في: (2021)

Towards robust machine learning with graph neural networks
حسب: Jaeckle, F
منشور في: (2022)

Towards efficient and reliable neural networks
حسب: de Jorge Aranda, P
منشور في: (2024)

Additive Ensemble Neural Networks
حسب: Minyoung Park, وآخرون
منشور في: (2020-01-01)

AI-driven convolutional neural networks for accurate identification of yellow fever vectors
حسب: Taís Oliveira de Araújo, وآخرون
منشور في: (2024-08-01)

Employee Attrition Prediction Using Deep Neural Networks
حسب: Salah Al-Darraji, وآخرون
منشور في: (2021-11-01)

An Efficient Optimization Technique for Training Deep Neural Networks
حسب: Faisal Mehmood, وآخرون
منشور في: (2023-03-01)

Analysis of Electrochemical Impedance Data: Use of Deep Neural Networks
حسب: Dulyawat Doonyapisut, وآخرون
منشور في: (2023-08-01)

Towards diverse generation and reliable classification using neural networks
حسب: Kulharia, V
منشور في: (2022)

Explainable Convolutional Neural Networks for Brain Cancer Detection and Localisation
حسب: Francesco Mercaldo, وآخرون
منشور في: (2023-09-01)

Communicating Neural Network architectures for resource constrained systems
حسب: Abudu, P
منشور في: (2022)

Trinity: Neural Network Adaptive Distributed Parallel Training Method Based on Reinforcement Learning
حسب: Yan Zeng, وآخرون
منشور في: (2022-03-01)

Accurate Imputation of Greenhouse Environment Data for Data Integrity Utilizing Two-Dimensional Convolutional Neural Networks
حسب: Taewon Moon, وآخرون
منشور في: (2021-03-01)

Does the FARNet neural network algorithm accurately identify Posteroanterior cephalometric landmarks?
حسب: Merve Gonca, وآخرون
منشور في: (2024-10-01)

Development of a neural network model for spatial data analysis
حسب: E. O. Yamashkina, وآخرون
منشور في: (2022-10-01)

Classification of Alzheimer's disease using robust TabNet neural networks on genetic data
حسب: Yu Jin, وآخرون
منشور في: (2023-03-01)

Optimising convolutional neural networks for large-scale neuroimaging studies
حسب: Dinsdale, NK
منشور في: (2021)

Not So Robust after All: Evaluating the Robustness of Deep Neural Networks to Unseen Adversarial Attacks
حسب: Roman Garaev, وآخرون
منشور في: (2024-04-01)

A one-dimensional convolutional neural network-based deep learning approach for predicting cardiovascular diseases
حسب: Dhafer G. Honi, وآخرون
منشور في: (2024-01-01)

Convolutional Neural Networks in Detection of Plant Leaf Diseases: A Review
حسب: Bulent Tugrul, وآخرون
منشور في: (2022-08-01)

Landslide Susceptibility Modeling Using a Deep Random Neural Network
حسب: Cheng Huang, وآخرون
منشور في: (2022-12-01)

Learning with partial labels: an exploratory study of data scarcity for medical images
حسب: Dong, N
منشور في: (2023)

Fuzzy Convolution Neural Networks for Tabular Data Classification
حسب: Arun D. Kulkarni
منشور في: (2024-01-01)

A novel efficient drug repurposing framework through drug-disease association data integration using convolutional neural networks
حسب: Ramin Amiri, وآخرون
منشور في: (2023-11-01)

A deep neural network approach to predicting clinical outcomes of neuroblastoma patients
حسب: Tranchevent, Léon-Charles, وآخرون
منشور في: (2021)

Deep neural network architectures for cardiac image segmentation
حسب: Jasmine El-Taraboulsi, وآخرون
منشور في: (2023-12-01)

Dysarthric-speech detection using transfer learning with convolutional neural networks
حسب: S R Mani Sekhar, وآخرون
منشور في: (2022-03-01)

AMAnD: an automated metagenome anomaly detection methodology utilizing DeepSVDD neural networks
حسب: Colin Price, وآخرون
منشور في: (2023-07-01)

Web-Based Malware Detection System Using Convolutional Neural Network
حسب: Ali Alqahtani, وآخرون
منشور في: (2023-09-01)

Design and implementation of a deep neural network approach for intrusion detection systems
حسب: Edosa Osa, وآخرون
منشور في: (2024-03-01)

Graph neural networks for network analysis
حسب: He, Y
منشور في: (2024)

Application of Multi-Channel Convolutional Neural Network to Improve DEM Data in Urban Cities
حسب: Ngoc Son Nguyen, وآخرون
منشور في: (2022-05-01)

The Weights Reset Technique for Deep Neural Networks Implicit Regularization
حسب: Grigoriy Plusch, وآخرون
منشور في: (2023-08-01)

Smartphones Identification Through the Built-In Microphones With Convolutional Neural Network
حسب: Gianmarco Baldini, وآخرون
منشور في: (2019-01-01)

Hybridizing Deep Neural Networks and Machine Learning Models for Aerial Satellite Forest Image Segmentation
حسب: Clopas Kwenda, وآخرون
منشور في: (2024-05-01)