Sofia Casarin

According to our database, Sofia Casarin authored at least 10 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Action-Guided Attention for Video Action Anticipation.

Tsung-Ming Tai, Sofia Casarin, Andrea Pilzer, Werner Nutt, Oswald Lanz

CoRR, March, 2026

2025

NAS Just Once: Neural Architecture Search for Joint Image-Video Recognition.

Sofia Casarin, Sergio Escalera, Oswald Lanz

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

L-SWAG: Layer-Sample Wise Activation with Gradients Information for Zero-Shot NAS on Vision Transformers.

Sofia Casarin, Sergio Escalera, Oswald Lanz

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Spatiotemporal Modeling Encounters 3D Medical Image Analysis: Slice-Shift UNet with Multi-View Fusion.

Cynthia Ifeyinwa Ugwu, Sofia Casarin, Oswald Lanz

Proceedings of the 2024 7th International Conference on Machine Vision and Applications, 2024

DDS-NAS-Bench: Towards predictors under Data Distribution Shift.

Sofia Casarin, Cynthia Ifeyinwa Ugwu

Proceedings of the 2024 7th International Conference on Machine Vision and Applications, 2024

Fractals as Pre-training Datasets for Anomaly Detection and Localization.

Cynthia Ifeyinwa Ugwu, Sofia Casarin, Oswald Lanz

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Your Image Is My Video: Reshaping the Receptive Field via Image-to-Video Differentiable AutoAugmentation and Fusion.

Sofia Casarin, Cynthia Ifeyinwa Ugwu, Sergio Escalera, Oswald Lanz

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

GRASP-GCN: Graph-Shape Prioritization for Neural Architecture Search under Distribution Shifts.

Sofia Casarin, Oswald Lanz, Sergio Escalera

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2022

Unsupervised Network Anomaly Detection by Learning on 2D Data Representations.

Sofia Casarin, Sara Baldoni, Marco Carli, Pietro Zanuttigh, Federica Battisti

Proceedings of the 9th Swiss Conference on Data Science, 2022

Italian Debate on Measles Vaccination: How Twitter Data Highlight Communities and Polarity.

Cynthia Ifeyinwa Ugwu, Sofia Casarin

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022