Fabio Cermelli

6 papers · 2020–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

CVPR (4) ICCV (1) WACV (1)

Top co-authors

Barbara Caputo (4) Antonio Tavera (2) Marco Ciccone (2) Carlo Masone (2) Dario Fontanel (2) Matthieu Cord (1) Shyam Nandan Rai (1) Gabriele Rosi (1) Giuseppe Averta (1) Samuel Rota Bulò (1)

Research topics

Computer Vision (6) Machine Learning (6) Analysis (5) Learning Types · Machine Learning (4) Deep Learning (3) Learning Types · Deep Learning (3) Processing (3) Artificial Intelligence (2) Application Areas (2) Learning Paradigms (2) Domain-Specific (1)

Keywords

semantic segmentation (6) image segmentation (2) incremental learning (2) panoptic segmentation (2) knowledge distillation (2) few-shot learning (1) domain adaptation (1) anomaly detection (1) object detection (1) prototype learning (1) weakly supervised learning (1) autonomous driving (1) efficient computing (1) image-level label (1) cross-domain alignment (1) adaptive distillation (1) background modeling (1) mask classification (1) transformer architecture (1) pixel-wise adversarial training (1)

Papers

PEM: Prototype-based Efficient MaskFormer for Image Segmentation CVPR 2024 CoMFormer: Continual Learning in Semantic and Panoptic Segmentation CVPR 2023 Unmasking Anomalies in Road-Scene Segmentation ICCV 2023 Incremental Learning in Semantic Segmentation From Image Labels CVPR 2022 Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation WACV 2022 Modeling the Background for Incremental Learning in Semantic Segmentation CVPR 2020