🏛️ The Machine Learning Crypt
cs.LG: Where Machine Learning papers rest without their code.
43150
Total Papers
33097
No Code
791
Twilight
9262
Has Code
21.5%
Survival Rate
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XGBoost: A Scalable Tree Boosting System
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Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
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Semi-Supervised Classification with Graph Convolutional Networks
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Proximal Policy Optimization Algorithms
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Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
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Communication-Efficient Learning of Deep Networks from Decentralized Data
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"Why Should I Trust You?": Explaining the Predictions of Any Classifier
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Continuous control with deep reinforcement learning
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Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
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Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
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mixup: Beyond Empirical Risk Minimization
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Denoising Diffusion Implicit Models
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Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
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Improved Training of Wasserstein GANs
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Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor
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Improved Techniques for Training GANs
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SGDR: Stochastic Gradient Descent with Warm Restarts
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Asynchronous Methods for Deep Reinforcement Learning
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Prototypical Networks for Few-shot Learning
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Score-Based Generative Modeling through Stochastic Differential Equations
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How Powerful are Graph Neural Networks?
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Deep Unsupervised Learning using Nonequilibrium Thermodynamics
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