Using Particle Swarm Optimization with Gradient Descent for Parameter Learning in Convolutional Neural Networks
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2021 |
Wessels, Steven |
A Multitasking Learning Framework for Dermoscopic Image Analysis
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2021 |
Talavera-Martínez, Lidia |
Replacing Data Augmentation with Rotation-Equivariant CNNs in Image-Based Classification of Oral Cancer
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2021 |
Bernander, Karl Bengtsson |
Low-Cost Domain Adaptation for Crop and Weed Segmentation
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2021 |
Vasconcelos, Gustavo J. Q. |
Fine-Tuning Dropout Regularization in Energy-Based Deep Learning
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2021 |
de Rosa, Gustavo H. |
Cricket Scene Analysis Using the RetinaNet Architecture
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2021 |
Moodley, Tevin |
Texture-Based Image Transformations for Improved Deep Learning Classification
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2021 |
Majtner, Tomáš |
Optimizing Person Re-Identification Using Generated Attention Masks
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2021 |
Capozzi, Leonardo |
A Feature Extraction Approach Based on LBP Operator and Complex Networks for Face Recognition
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2021 |
de Souza Piotto, João Gilberto |
Forensic Analysis of Tampered Digital Photos
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2021 |
Ferreira, Sara |
COVID-19 Lung CT Images Recognition: A Feature-Based Approach
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2021 |
Losquadro, Chiara |
Novel Time-Frequency Based Scheme for Detecting Sound Events from Sound Background in Audio Segments
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2021 |
Hajihashemi, Vahid |
End-to-End Deep Sketch-to-Photo Matching Enforcing Realistic Photo Generation
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2021 |
Capozzi, Leonardo |
A Study on Annotation Efficient Learning Methods for Segmentation in Prostate Histopathological Images
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2021 |
Costa, Pedro |
Detecting Hate Speech in Cross-Lingual and Multi-lingual Settings Using Language Agnostic Representations
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2021 |
Rodríguez, Sebastián E. |
Data-Augmented Emoji Approach to Sentiment Classification of Tweets
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2021 |
de Barros, Tiago Martinho |
A Coarse to Fine Corneal Ulcer Segmentation Approach Using U-net and DexiNed in Chain
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2021 |
Portela, Helano Miguel B. F. |
Enhancing Hyper-to-Real Space Projections Through Euclidean Norm Meta-heuristic Optimization
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2021 |
Ribeiro, Luiz Carlos Felix |
New Improvement in Obtaining Monogenic Phase Congruency
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2021 |
Jacanamejoy, Carlos A. |
Less Is More: Accelerating Faster Neural Networks Straight from JPEG
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2021 |
dos Santos, Samuel Felipe |