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🏛️ The Machine Learning (Stat) Crypt
stat.ML: Where Machine Learning (Stat) papers rest without their code.
5782
Total Papers
5030
No Code
76
Twilight
676
Has Code
11.7%
Survival Rate
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Distilling the Knowledge in a Neural Network
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Layer Normalization
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Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
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Domain-Adversarial Training of Neural Networks
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Deep Learning with Differential Privacy
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Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
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Categorical Reparameterization with Gumbel-Softmax
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Modeling Relational Data with Graph Convolutional Networks
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Variational Inference with Normalizing Flows
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Towards A Rigorous Science of Interpretable Machine Learning
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Deep reinforcement learning from human preferences
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Variational Graph Auto-Encoders
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Optimization Methods for Large-Scale Machine Learning
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Old Age
Glow: Generative Flow with Invertible 1x1 Convolutions
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Conditional Image Synthesis With Auxiliary Classifier GANs
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Understanding Black-box Predictions via Influence Functions
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Pointer Networks
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Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning
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Ensemble Adversarial Training: Attacks and Defenses
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Learning deep representations by mutual information estimation and maximization
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Deep Graph Infomax
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Invariant Risk Minimization
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