Nicolae-Cătălin Ristea

Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection

Nicolae-Cătălin Ristea, Neelu Madan, Radu Tudor Ionescu et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 255 citations · Full text

Anomaly Detection, Machine Learning, Data Science +15

Multimodal Multi-Head Convolutional Attention with Various Kernel Sizes for Medical Image Super-Resolution

Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Andreea-Iuliana Ionescu et al. · 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2023 · 101 citations

Engineering, Advanced Imaging, Attention +20

Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection

Neelu Madan, Nicolae-Cătălin Ristea, Radu Tudor Ionescu et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 95 citations · Full text

Convolutional Neural Network, Anomaly Detection, Machine Learning +15

Fully Convolutional Neural Networks for Automotive Radar Interference Mitigation

Nicolae-Cătălin Ristea, Andrei Anghel, Radu Tudor Ionescu · 2020 · 38 citations

Radar, Convolutional Neural Network, Automotive Industry +12

Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors

Nicolae-Cătălin Ristea, Florinel-Alin Croitoru, Radu Tudor Ionescu et al. · 2024 · 38 citations