Nicola Strisciuglio

1. What do neural networks learn in image classification? A frequency shortcut perspective
   2023/07/19 by Shunxin Wang, Raymond Veldhuis, Wang, Shunxin +5 · 6 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Neural Networks and Applications
2. Generalized Contrastive Optimization of Siamese Networks for Place\n Recognition
   2021/03/11 by Leyva-Vallina, María, Nicola Strisciuglio, Nicolai Petkov +2 · 3 citations
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics and Sensor-Based Localization
3. Fourier-basis Functions to Bridge Augmentation Gap: Rethinking Frequency Augmentation in Image Classification
   2024/03/04 by Puru Vaish, Shunxin Wang, Vaish, Puru +3 · 4 citations
   Engineering · Computer Science · #Industrial Vision Systems and Defect Detection #Image and Signal Denoising Methods #Medical Image Segmentation Techniques
4. Quantifying white matter hyperintensity and brain volumes in heterogeneous clinical and low-field portable MRI
   2023/12/08 by Pablo Laso, Laso, Pablo, Stefano Cerri +45 · 4 citations
   Medicine · Engineering · #Advanced Neuroimaging Techniques and Applications #Advanced MRI Techniques and Applications #Photoacoustic and Ultrasonic Imaging
5. TrimBot2020: an outdoor robot for automatic gardening
   2018/04/05 by Nicola Strisciuglio, Radim Tyleček, Strisciuglio, Nicola +21 · 1 citation
   Agricultural and Biological Sciences · Engineering · #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence #Robotics (cs.RO) #Robotics and Automated Systems #Smart Agriculture and AI
6. Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models
   2025/03/21 by Davide Berasi, Matteo Farina, Berasi, Davide +7 · 3 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications