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Triplet networks for comparative learning – Complete Phd and Masters Thesis

Triplet networks for comparative learning – Complete Phd and Masters Thesis

[ad_1] Introduction Triplet networks have gained popularity in recent years for their ability to learn effective representations for various tasks, particularly in the field of comparative learning. In a triplet network, the model is trained…

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Capsule networks for part-whole relationships – Complete Phd and Masters Thesis

Capsule networks for part-whole relationships – Complete Phd and Masters Thesis

[ad_1] Introduction Chapter 1: Introduction 1.1 The Introduction 1.2 Background of Study 1.3 Problem Statement 1.4 Objective of Study 1.5 Limitation of Study 1.6 Scope of Study 1.7 Significance of Study 1.8 Structure of the…

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Inception networks for multi-scale feature extraction – Complete Phd and Masters Thesis

Inception networks for multi-scale feature extraction – Complete Phd and Masters Thesis

[ad_1] Introduction: In recent years, deep learning has revolutionized the field of computer vision by achieving unprecedented levels of accuracy in various tasks, such as image classification, object detection, and segmentation. One key component of…

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Gated recurrent units for information flow control – Complete Phd and Masters Thesis

Gated recurrent units for information flow control – Complete Phd and Masters Thesis

[ad_1] Introduction In recent years, there has been a growing interest in the use of recurrent neural networks (RNNs) for various applications such as natural language processing, speech recognition, and time series prediction. One popular…

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Memory networks for long-term dependencies – Complete Phd and Masters Thesis

Memory networks for long-term dependencies – Complete Phd and Masters Thesis

[ad_1] Introduction Memory networks have become a popular research topic in the field of machine learning and artificial intelligence due to their ability to capture and store long-term dependencies in sequential data. Traditional neural networks…

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Autoregressive models for sequential generation – Complete Phd and Masters Thesis

Autoregressive models for sequential generation – Complete Phd and Masters Thesis

[ad_1] Introduction Autoregressive models have gained significant attention in recent years due to their ability to generate realistic sequences of data, such as text, audio, and images. These models have been successful in various applications,…

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Normalizing flows for flexible density estimation – Complete Phd and Masters Thesis

Normalizing flows for flexible density estimation – Complete Phd and Masters Thesis

[ad_1] Introduction Normalizing flows have emerged as a powerful tool for flexible density estimation in recent years. These methods allow for the modeling of complex, multi-modal distributions by transforming a simple base distribution into the…

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Variational autoencoders for latent representation – Complete Phd and Masters Thesis

Variational autoencoders for latent representation – Complete Phd and Masters Thesis

[ad_1] Introduction In recent years, deep learning models have shown impressive performance in various tasks such as image recognition, natural language processing, and speech recognition. Variational autoencoders (VAEs) are a type of generative model that…

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Game-theoretic learning for strategic interaction – Complete Phd and Masters Thesis

Game-theoretic learning for strategic interaction – Complete Phd and Masters Thesis

[ad_1] Introduction Game theory is a branch of applied mathematics that examines strategic interactions between rational decision-makers. Through the use of mathematical models, game theory seeks to understand the strategies that players use to maximize…

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Secure enclaves for trusted execution – Complete Phd and Masters Thesis

Secure enclaves for trusted execution – Complete Phd and Masters Thesis

[ad_1] Introduction: Secure enclaves for trusted execution have gained significant attention in recent years due to the growing concerns about the security and privacy of sensitive data in cloud computing environments. Secure enclaves, also known…

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