NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning
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Jul 28, 2024 - Python
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neuro-inspired
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🤓🔥 Collection of PyTorch additions, extensions, utilities, uses and abuses
machine-learning deep-neural-networks deep-learning neural-network pytorch artificial-intelligence neural-networks artificial-neural-networks experiments cognitive-computing personal-utilities neuro-inspired pytorch-utils neural-representations neural-representation
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Oct 5, 2025 - Python
👀🛡️ Code for the paper “Blending adversarial training and representation-conditional purification via aggregation improves adversarial robustness” by Emanuele Ballarin, Alessio Ansuini and Luca Bortolussi (2025)
machine-learning deep-neural-networks deep-learning neural-network artificial-intelligence neural-networks artificial-neural-networks robustness variational-autoencoder adversarial-machine-learning cognitive-computing variational-method neuro-inspired robust-machine-learning adversarial-defense neural-representations adversarial-robustness neural-representation
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Sep 22, 2025 - Python
[WACV] LLS: Local Learning Rule for Deep Neural Networks Inspired by Neural Activity Synchronization
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Mar 12, 2025 - Python
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