Marco Ciccone
12 papers · 2018–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Conference Polyglot (6) π Academic Marathon (7) π Cross-Pollinator (15) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(23)
π
Century Club
(12)
Conferences
CVPR (4)
ICML (3)
ECCV (2)
ICLR (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
semantic segmentation
(3)
federated learning
(1)
transformer architecture
(1)
neural network pruning
(1)
lottery ticket hypothesis
(1)
neural tangent kernel
(1)
image segmentation
(1)
prototype learning
(1)
weakly supervised learning
(1)
source-free domain adaptation
(1)
incremental learning
(1)
sharpness-aware minimization
(1)
efficient computing
(1)
gradient descent
(1)
weakly-supervised learning
(1)
spectral analysis
(1)
communication efficiency
(1)
no-regret learning
(1)
zero-sum game
(1)
model generalization
(1)
Papers
Efficient Model Editing with Task-Localized Sparse Fine-tuning
ICLR 2025
Beyond Local Sharpness: Communication-Efficient Global Sharpness-aware Minimization for Federated Learning
CVPR 2025
Interaction-Aware Gaussian Weighting for Clustered Federated Learning
ICML 2025
Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning
CVPR 2024
PEM: Prototype-based Efficient MaskFormer for Image Segmentation
CVPR 2024
Accelerating Heterogeneous Federated Learning with Closed-form Classifiers
ICML 2024
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning
WACV 2023
Improving Generalization in Federated Learning by Seeking Flat Minima
ECCV 2022
Incremental Learning in Semantic Segmentation From Image Labels
CVPR 2022
A Marriage between Adversarial Team Games and 2-player Games: Enabling Abstractions, No-regret Learning, and Subgame Solving
ICML 2022
A Differentiable Recurrent Surface for Asynchronous Event-Based Data
ECCV 2020
NAIS-Net: Stable Deep Networks from Non-Autonomous Differential Equations
NIPS 2018