loss-landscape 13 deep-neural-networks 3 neural-networks 3 pytorch 2 out-of-distribution-detection 2 generalization 2 deep-learning 2 robustness 2 tensorflow 2 smoothness 1 robustness-verification 1 certified-training 1 certified-defense 1 adversarial-machine-learning 1 adversarial-examples 1 adversarial-attacks 1 tpu-acceleration 1 computer-vision 1 machine-learning 1 adversarial-robustness 1 explanability 1 flatness 1 interpretability 1 lottery-ticket-hypothesis 1 pac-bayes 1 uncertainty 1 winning-tickets 1 convergence-analysis 1 optimization-algorithms 1 flux 1 julia 1 visualization 1 self-attention 1 transformer 1 vision-transformer 1 neural-nets 1 optimization-trajectory 1 pca 1 pytorch-lightning 1 keras 1 adaptive-optimizer 1 constrained-optimization 1 differential-equations 1 lagrange-multipliers 1 unconstrained-optimization 1 backpropagation 1 gradient-descent 1 inference-learning 1 local-learning 1 predictive-coding 1 saddle-point 1 vanishing-gradient 1 ensemble 1 mode 1 feature-learning 1 learning-rate 1