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LeRaC: Learning Rate Curriculum



Florinel-Alin Croitoru , Nicolae-Catalin Ristea , Radu Tudor Ionescu , Nicu Sebe


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



Mariana-Iuliana Georgescu , Radu Tudor Ionescu , Andreea-Iuliana Miron , Olivian Savencu , Nicolae-Catalin Ristea , Nicolae Verga , Fahad Shahbaz Khan


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SepTr: Separable Transformer for Audio Spectrogram Processing



Nicolae-Catalin Ristea , Radu Tudor Ionescu , Fahad Shahbaz Khan

* Submitted to INTERSPEECH 2022 

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Feature-level augmentation to improve robustness of deep neural networks to affine transformations



Adrian Sandru , Mariana-Iuliana Georgescu , Radu Tudor Ionescu


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Discriminability-enforcing loss to improve representation learning



Florinel-Alin Croitoru , Diana-Nicoleta Grigore , Radu Tudor Ionescu


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Self-paced learning to improve text row detection in historical documents with missing labels



Mihaela Gaman , Lida Ghadamiyan , Radu Tudor Ionescu , Marius Popescu


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Teacher-Student Training and Triplet Loss to Reduce the Effect of Drastic Face Occlusion



Mariana-Iuliana Georgescu , Georgian Duta , Radu Tudor Ionescu

* Accepted in Machine Vision and Applications. arXiv admin note: text overlap with arXiv:2008.01003 

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Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection



Nicolae-Catalin Ristea , Neelu Madan , Radu Tudor Ionescu , Kamal Nasrollahi , Fahad Shahbaz Khan , Thomas B. Moeslund , Mubarak Shah


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