Giulia De Masi
9 papers · 2023–2024 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 🏆 Grand Slam
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Prolific Year · Productive
Top co-authors
Research topics
Deep Learning
(9)
Architectures
(9)
Machine Learning
(6)
Optimization & Theory · Machine Learning
(5)
Artificial Intelligence
(3)
Core AI · Artificial Intelligence
(3)
Techniques
(3)
Computer Vision
(2)
Analysis
(2)
Application Areas
(2)
Core AI · Computer Vision
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
spiking neural network
(8)
surrogate gradient
(3)
neuromorphic computing
(2)
neural network optimization
(2)
dynamic graph learning
(1)
graph representation learning
(1)
adversarial robustness
(1)
node classification
(1)
adversarial training
(1)
model architecture
(1)
membrane potential
(1)
neuromorphic hardware
(1)
implicit differentiation
(1)
firing rate
(1)
randomized smoothing
(1)
batch normalization
(1)
dynamic graph
(1)
zeroth-order optimization
(1)
neuronal dynamics
(1)
image segmentation
(1)
Papers
CamoFocus: Enhancing Camouflage Object Detection With Split-Feature Focal Modulation and Context Refinement
WACV 2024
Certified Adversarial Robustness for Rate Encoded Spiking Neural Networks
ICLR 2024
Data Driven Threshold and Potential Initialization for Spiking Neural Networks
AISTATS 2024
Dynamic Spiking Graph Neural Networks
AAAI 2024
Enhancing Training of Spiking Neural Network with Stochastic Latency
AAAI 2024
NDOT: Neuronal Dynamics-based Online Training for Spiking Neural Networks
ICML 2024
TAB: Temporal Accumulated Batch Normalization in Spiking Neural Networks
ICLR 2024
A Unified Optimization Framework of ANN-SNN Conversion: Towards Optimal Mapping from Activation Values to Firing Rates
ICML 2023
Direct Training of SNN using Local Zeroth Order Method
NeurIPS 2023