Computação |
Últimas Submissões
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In-network inference with nEURALP4: auto-generating full-fledged NN models for PDPs
(2025) [Dissertação]The emergence of data plane programmability has opened new opportunities for embedding computation directly into the network. A prominent example is the offloading of Neural Network (NN) inference into programmable switches, ... -
Investigating an in-context learning approach for SPARQL query generation
(2025) [Dissertação]Large Language Models (LLMs) have demonstrated strong performance across a wide range of natural language processing tasks. Among adaptation strategies, fine-tuning is effective but computationally expensive, while in-context ... -
Detecção de azheimer em imagens de ressonância magnética utilizando deep learning
(2026) [Dissertação]O envelhecimento populacional vem sendo observado no mundo todo. Este fato, analisado e repercutido pela ciência nos tempos atuais, torna necessário se ater à saúde dessa população mais idosa. Neste contexto, uma das doenças ... -
Employing PDDL Plan to recommend security controls against cyberattacks
(2025) [Dissertação]Cybersecurity represents a dynamic and rapidly evolving discipline continuously challenged by increasingly sophisticated threats that could benefit most from the introduction of Artificial Intelligence (AI). AI offers ... -
Probabilistic representation and localization loss function for object detection in 360-degree images
(2025) [Dissertação]This work addresses the challenge of accurate object detection in 360-degree images, where projection-induced distortions and the data topology degrade conventional planar algorithms performance and require specialized ... -
Taxonomic inference with DNA foundation models
(2025) [Dissertação]The proliferation of transformer-based architectures in computational biology has catalyzed the development of foundation models pre-trained on genomic sequences, offering unprecedented capabilities in deciphering biological ... -
LINCE : a terabit-scale hybrid virtualization engine for distributed applications
(2025) [Tese]The rise of data-intensive, latency-sensitive applications necessitates a shift towards InNetwork Computing (INC). However, a significant gap persists: existing academic FPGAbased platforms lack terabit-scale performance, ... -
Controlling low-light image enhancement with restoration level estimator
(2025) [Dissertação]Low-light image enhancement (LLIE) is an important task in computer vision, addressing the need to improve the visual quality of images captured in suboptimal lighting condi tions. Enhanced images are not only more visually ... -
IPDEP : uma arquitetura para refinamento automático de planos de implantação do protocolo IPv6 em redes corporativas
(2025) [Dissertação]A cada ano, as infraestruturas de rede evoluem, impulsionando o crescimento acelerado do número de dispositivos conectados. O IPv6 é frequentemente considerado por muitos, um protocolo complexo de ser implementado e oneroso ... -
Use of anchors to improve gravity-alignment of panoramas
(2025) [Dissertação]Gravity alignment in 360° panoramas is crucial for immersive applications. Traditional geometric methods rely on strict scene assumptions, and recent learning approaches struggle with ambiguities. This thesis introduces ...
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