Nicolae-Cătălin Ristea
5 papers · 2020–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🔥
Unstoppable · Bronze
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The Questioner
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Architectures
(2)
Core Methods
(2)
Models
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Speech & Audio
(1)
Analysis · Computer Vision
(1)
Analysis · Speech & Audio
(1)
Application Areas
(1)
Core AI
(1)
Learning Paradigms
(1)
Keywords
self-supervised learning
(2)
image classification
(1)
anomaly detection
(1)
ensemble learning
(1)
feature extraction
(1)
curriculum learning
(1)
data augmentation
(1)
multimodal learning
(1)
image reconstruction
(1)
speech analysis
(1)
speech classification
(1)
reconstruction error
(1)
audio classification
(1)
self-paced learning
(1)
convolutional neural network
(1)
generative adversarial network
(1)
masked prediction
(1)
masked autoencoder
(1)
mask detection
(1)
cycle consistent
(1)
Papers
CL-MAE: Curriculum-Learned Masked Autoencoders
WACV 2024
Multimodal Multi-Head Convolutional Attention With Various Kernel Sizes for Medical Image Super-Resolution
WACV 2023
Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection
CVPR 2022
Self-Paced Ensemble Learning for Speech and Audio Classification
Interspeech 2021
Are you Wearing a Mask? Improving Mask Detection from Speech Using Augmentation by Cycle-Consistent GANs
Interspeech 2020