Action-Guided Attention for Video Action Anticipation.

Sofia Casarin

Tsung-Ming Tai Sofia Casarin Andrea Pilzer Werner Nutt Oswald Lanz Action-Guided Attention for Video Action Anticipation. 2026 March abs/2603.01743 CoRR https://doi.org/10.48550/arXiv.2603.01743 db/journals/corr/corr2603.html#abs-2603-01743 streams/journals/corr

Sofia Casarin Sergio Escalera Oswald Lanz L-SWAG: Layer-Sample Wise Activation with Gradients Information for Zero-Shot NAS on Vision Transformers. 4441-4451 2025 CVPR https://openaccess.thecvf.com/content/CVPR2025/html/Casarin_L-SWAG_Layer-Sample_Wise_Activation_with_Gradients_Information_for_Zero-Shot_NAS_CVPR_2025_paper.html https://doi.org/10.1109/CVPR52734.2025.00419 conf/cvpr/2025 db/conf/cvpr/cvpr2025.html#CasarinEL25 Sofia Casarin Sergio Escalera Oswald Lanz NAS Just Once: Neural Architecture Search for Joint Image-Video Recognition. ICCVW 2025 6431-6441 conf/iccv/2025w https://doi.org/10.1109/ICCVW69036.2025.00667 db/conf/iccv/iccv2025w.html#CasarinEL25 streams/conf/iccv

Sofia Casarin Sergio Escalera Oswald Lanz L-SWAG: Layer-Sample Wise Activation with Gradients information for Zero-Shot NAS on Vision Transformers. 2025 May abs/2505.07300 CoRR https://doi.org/10.48550/arXiv.2505.07300 db/journals/corr/corr2505.html#abs-2505-07300 streams/journals/corr

Cynthia Ifeyinwa Ugwu Sofia Casarin Oswald Lanz Fractals as Pre-training Datasets for Anomaly Detection and Localization. 163-172 2024 CVPR Workshops https://doi.org/10.1109/CVPRW63382.2024.00021 conf/cvpr/2024w db/conf/cvpr/cvprw2024.html#UgwuCL22 Sofia Casarin Oswald Lanz Sergio Escalera GRASP-GCN: Graph-Shape Prioritization for Neural Architecture Search under Distribution Shifts. 1695-1703 2024 CVPR Workshops https://doi.org/10.1109/CVPRW63382.2024.00176 conf/cvpr/2024w db/conf/cvpr/cvprw2024.html#CasarinLE22 Sofia Casarin Cynthia Ifeyinwa Ugwu Sergio Escalera Oswald Lanz Your Image Is My Video: Reshaping the Receptive Field via Image-to-Video Differentiable AutoAugmentation and Fusion. 5829-5839 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.00557 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#CasarinUEL24 Sofia Casarin Cynthia Ifeyinwa Ugwu DDS-NAS-Bench: Towards predictors under Data Distribution Shift. 111-116 2024 ICMVA https://doi.org/10.1145/3653946.3653963 conf/icmva/2024 db/conf/icmva/icmva2024.html#CasarinU24 Cynthia Ifeyinwa Ugwu Sofia Casarin Oswald Lanz Spatiotemporal Modeling Encounters 3D Medical Image Analysis: Slice-Shift UNet with Multi-View Fusion. 126-133 2024 ICMVA https://doi.org/10.1145/3653946.3653965 conf/icmva/2024 db/conf/icmva/icmva2024.html#UgwuCL24

Sofia Casarin Cynthia Ifeyinwa Ugwu Sergio Escalera Oswald Lanz Your Image is My Video: Reshaping the Receptive Field via Image-To-Video Differentiable AutoAugmentation and Fusion. 2024 abs/2403.15194 CoRR https://doi.org/10.48550/arXiv.2403.15194 db/journals/corr/corr2403.html#abs-2403-15194

Cynthia Ifeyinwa Ugwu Sofia Casarin Oswald Lanz Fractals as Pre-training Datasets for Anomaly Detection and Localization. 2024 abs/2405.06980 CoRR https://doi.org/10.48550/arXiv.2405.06980 db/journals/corr/corr2405.html#abs-2405-06980

Sofia Casarin Oswald Lanz Sergio Escalera GRASP-GCN: Graph-Shape Prioritization for Neural Architecture Search under Distribution Shifts. 2024 abs/2405.06994 CoRR https://doi.org/10.48550/arXiv.2405.06994 db/journals/corr/corr2405.html#abs-2405-06994

Cynthia Ifeyinwa Ugwu Sofia Casarin Oswald Lanz Spatiotemporal Modeling Encounters 3D Medical Image Analysis: Slice-Shift UNet with Multi-View Fusion. 2023 abs/2307.12853 CoRR https://doi.org/10.48550/arXiv.2307.12853 db/journals/corr/corr2307.html#abs-2307-12853

Cynthia Ifeyinwa Ugwu Sofia Casarin Italian Debate on Measles Vaccination: How Twitter Data Highlight Communities and Polarity. 364-375 2022 PKDD/ECML Workshops (2) https://doi.org/10.1007/978-3-031-23633-4_24 conf/pkdd/2022-w2 db/conf/pkdd/pkdd2022-w2.html#UgwuC22 Sofia Casarin Sara Baldoni Marco Carli Pietro Zanuttigh Federica Battisti Unsupervised Network Anomaly Detection by Learning on 2D Data Representations. 53-58 2022 SDS https://doi.org/10.1109/SDS54800.2022.00016 conf/sds2/2022 db/conf/sds2/sds2022.html#CasarinBCZB22 Sara Baldoni Federica Battisti Marco Carli Sergio Escalera Oswald Lanz Werner Nutt Andrea Pilzer Tsung-Ming Tai Cynthia Ifeyinwa Ugwu Pietro Zanuttigh