Unit

Statistical Physics of Computation Laboratory (IC/SB)

Laboratory

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Statistical Physics of Computation Laboratory (IC/SB)

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Robust Training and Verification of Deep Neural Networks

EpilepsyNet: Interpretable Self-Supervised Seizure Detection for Low-Power Wearable Systems

End-to-End Learning for Stochastic Optimization: A Bayesian Perspective

Predicting nonlinear optical scattering with physics-driven neural networks

Privacy-preserving federated neural network training and inference

Adversarial Training Should Be Cast As a Non-Zero-Sum Game

Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis

BLACK-BOX ATTACKS ON IMAGE ACTIVITY PREDICTION AND ITS NATURAL LANGUAGE EXPLANATIONS

An exact mapping from ReLU networks to spiking neural networks