Deep Learning
- A First Look at the Crypto-Mining Malware Ecosystem: A Decade of Unrestricted Wealth.
arxiv
- A Gentle Introduction to Deep Learning for Graphs.
arxiv
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty.
arxiv code :star:
- diffGrad: An Optimization Method for Convolutional Neural Networks.
arxiv code
- LiSHT: Non-Parametric Linearly Scaled Hyperbolic Tangent Activation Function for Neural Networks.
arxiv
- One-Class Convolutional Neural Network.
arxiv
- On the effect of the activation function on the distribution of hidden nodes in a deep network.
arxiv
- TactileGCN: A Graph Convolutional Network for Predicting Grasp Stability with Tactile Sensors.
arxiv
Attention
- Attentive Neural Processes.
arxiv :star:
- FAN: Focused Attention Networks.
arxiv
Auto ML
- A Unified Stochastic Gradient Approach to Designing Bayesian-Optimal Experiments.
arxiv
- Combinatorial Bayesian Optimization using the Graph Cartesian Product.
arxiv code
- EAT-NAS: Elastic Architecture Transfer for Accelerating Large-scale Neural Architecture Search.
arxiv
Transfer Learning
- Time Series Anomaly Detection Using Convolutional Neural Networks and Transfer Learning.
arxiv
- Virtual-to-Real-World Transfer Learning for Robots on Wilderness Trails.
arxiv