Paper Club with Peter - Model Agnostic Meta Learning for Fast Adaptation of Deep Networks (17.02.22)

Snapshot Ensembles: Train 1, Get M for Free

Paperclub - Neural Processes

Predictive Uncertainty Estimation via Prior Networks

Can You Trust Your Model’s Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

You only look once: Unified, Real Time, Object Detection

Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention

Probabilistic U-Net for Segmentation of Ambiguous Images

Graph Transformer Networks

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

Bert: Pre-training of Deep bidirectional Transformers for Language Understanding

Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics