**NoisyNet-Dueling** is a modification of a [Dueling Network](https://paperswithcode.com/method/dueling-network) that utilises noisy linear layers for exploration instead of $\epsilon$-greedy exploration as in the original Dueling formulation.

**CPVT**, or **Conditional Position Encoding Vision Transformer**, is a type of [vision transformer](https://paperswithcode.com/methods/category/vision-transformer) which utilizes [conditional positional encoding](https://paperswithcode.com/method/conditional-positional-encoding). Other than the new encodings, it follows the same architecture of [ViT](https://paperswithcode.com/method/vision-transformer) and [DeiT](https://paperswithcode.com/method/deit).

CPVT

Conditional Positional Encodings for Vision Transformers

NoisyNet-Dueling

Noisy Networks for Exploration

**GShard** is a intra-layer parallel distributed method. It consists of set of simple APIs for annotations, and a compiler extension in XLA for automatic parallelization.

Source	Noisy Networks for Exploration
Year	2000
Data Source	CC BY-SA - https://paperswithcode.com