Robert Legenstein
6 papers · 2015–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (10)
π
Cross-Pollinator
(15)
πΊοΈ
Taxonomy Completionist
(12)
π
Conference Pioneer
Conferences
ICLR (2)
NIPS (2)
CVPR (1)
ICML (1)
Top co-authors
Keywords
spiking neural network
(2)
bayesian inference
(2)
robust optimization
(1)
adversarial robustness
(1)
probabilistic inference
(1)
model robustness
(1)
network pruning
(1)
posterior distribution
(1)
synaptic plasticity
(1)
prior distribution
(1)
neuronal adaptation
(1)
long short-term memory
(1)
adversarial defense
(1)
backpropagation through time
(1)
sampling method
(1)
weight quantization
(1)
sparse network
(1)
recurrent network
(1)
network sparsity
(1)
neural network
(1)
Papers
Privacy-Aware Lifelong Learning
ICLR 2025
Improving Robustness Against Stealthy Weight Bit-Flip Attacks by Output Code Matching
CVPR 2022
Training Adversarially Robust Sparse Networks via Bayesian Connectivity Sampling
ICML 2021
Long short-term memory and Learning-to-learn in networks of spiking neurons
NIPS 2018
Deep Rewiring: Training very sparse deep networks
ICLR 2018
Synaptic Sampling: A Bayesian Approach to Neural Network Plasticity and Rewiring
NIPS 2015