Giulia De Masi
9 papers · 2023–2024 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (16) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Cross-Pollinator (10)
π
Conference Polyglot
(6)
π
Grand Slam
β‘
Prolific Year
(7)
Conferences
AAAI (2)
ICLR (2)
ICML (2)
AISTATS (1)
NIPS (1)
WACV (1)
Top co-authors
Research topics
Keywords
spiking neural network
(5)
neural network optimization
(2)
surrogate gradient
(2)
dynamic graph learning
(1)
graph representation learning
(1)
model architecture
(1)
neuromorphic hardware
(1)
implicit differentiation
(1)
firing rate
(1)
dynamic graph
(1)
zeroth-order optimization
(1)
node classification
(1)
activation function
(1)
inference latency
(1)
ann-to-snn conversion
(1)
threshold initialization
(1)
ann-snn conversion
(1)
energy consumption
(1)
focal modulation
(1)
camouflage object detection
(1)
Papers
CamoFocus: Enhancing Camouflage Object Detection With Split-Feature Focal Modulation and Context Refinement
WACV 2024
Enhancing Training of Spiking Neural Network with Stochastic Latency
AAAI 2024
Dynamic Spiking Graph Neural Networks
AAAI 2024
Data Driven Threshold and Potential Initialization for Spiking Neural Networks
AISTATS 2024
Certified Adversarial Robustness for Rate Encoded Spiking Neural Networks
ICLR 2024
TAB: Temporal Accumulated Batch Normalization in Spiking Neural Networks
ICLR 2024
NDOT: Neuronal Dynamics-based Online Training for Spiking Neural Networks
ICML 2024
Direct Training of SNN using Local Zeroth Order Method
NIPS 2023
A Unified Optimization Framework of ANN-SNN Conversion: Towards Optimal Mapping from Activation Values to Firing Rates
ICML 2023