Fabio Cermelli
6 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(3)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(17)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
CVPR (4)
ICCV (1)
WACV (1)
Top co-authors
Keywords
semantic segmentation
(6)
incremental learning
(2)
knowledge distillation
(2)
panoptic segmentation
(2)
image segmentation
(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)
weakly-supervised learning
(1)
image-level label
(1)
cross-domain alignment
(1)
adaptive distillation
(1)
background modeling
(1)
mask classification
(1)
transformer architecture
(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