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Machine Learning and Knowledge Discovery

INESC-ID · Rua Alves Redol 9, 1000-029 Lisboa, Portugal

INESC-IDInstituto Superior TécnicoELLIS Lisbon

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30 results

Multimodal Document Representation Learning
Dissertation match 39%
Siamese Transformer Networks for Improving Address Matching
Dissertation match 39%
Pretraining the Vision Transformer using self-supervised methods for vision-based deep reinforcement learning
Dissertation match 35%
Text Segmentation by TextTiling with Modern Neural Retrieval Models
Dissertation match 32%
Deep Convolutional Encoder-Decoder Architectures for Clinically Relevant Coronary Artery Segmentation
Dissertation match 31%
Using graph embeddings to explore deep neural network architectures
Dissertation match 28%
Old photo and image restoration using deep learning techniques
Dissertation match 27%
Using Large Language Models do solve the Abstraction and Reasoning Challenge
Dissertation match 27%
Sign Language Recognition with Large Vision-and-Language Models
Dissertation match 26%
Using large language models to interact with personal information systems
Dissertation match 25%
MyWatson: A system for interactive acess of personal records
Dissertation match 24%
Efficient Algorithms for Medical Image Segmentation
Dissertation match 24%
Hybrid Prompt Optimization for Sparse Autoencoder Feature Visualization in Large Language Models
Dissertation match 23%
Improving Retrieval Augmented Generation using LLMs
Dissertation match 23%
Stenosis detection in coronary X-ray angiographies
Dissertation match 23%
Using biological features to improve deep neural network models for vision
Dissertation match 23%
Neural Models for Generating Clinically Accurate Chest X-Ray Reports
Dissertation match 23%
Handling Portuguese Varieties with Pre-Trained Language Models
Dissertation match 22%
Assessing Large Language Models for information verification in Portuguese
Dissertation match 22%
Biologically inspired CNNs for Medical Imaging tasks
Dissertation match 22%
A Modular Architecture for Model-Based Deep Reinforcement Learning
Dissertation match 21%
Reasoning in Large Language Models and the Dual-Process Theory of Cognition
Dissertation match 21%
Automatic Annotation of Unstructured Fields in Medical Databases
Dissertation match 21%
Operation log monitoring using machine learning
Dissertation match 20%
Using Knowledge Graphs to model Digital Footprints
Dissertation match 19%
Deep neural network architectures for dual process computation
Dissertation match 18%
Imputation Techniques for Clinical Data of Ischemic Stroke Patients
Dissertation match 18%
Using sequences of coronary angiograms to quantify the severity of stenosis
Dissertation match 18%
Generation of New Scientific Knowledge using LLMs
Dissertation match 18%
Stroke Segmentation from Computed Tomography scans
Dissertation match 18%