Variational Information Bottleneck

发表于 2023-04-04 | 分类于机器学习

PAPER: Deep Variational Information Bottleneck

阅读全文 »

How to estimate your data and parameters?

发表于 2023-04-01 | 分类于机器学习

阅读全文 »

From AE to VAE

发表于 2023-02-18 | 分类于机器学习

PAPER
Extracting and composing robust features with denoising autoencoders
Auto-Encoding Variational Bayes
Tutorial on Variational Autoencoders

阅读全文 »

Memory Networks vs Transformer

发表于 2023-02-16 | 分类于机器学习

PAPER
End-To-End Memory Networks
A Study on ReLU and Softmax in Transformer

阅读全文 »

Sinkhorn Distance

发表于 2023-02-02 | 分类于机器学习

PAPER: Sinkhorn Distances: Lightspeed Computation of Optimal Transport

阅读全文 »

Wasserstein GAN

发表于 2023-01-22 | 分类于机器学习

PAPER
Generative Adversarial Networks
Improved Techniques for Training GANs
Towards Principled Methods for Training Generative Adversarial Networks
Wasserstein Generative Adversarial Networks
Improved Training of Wasserstein GANs

阅读全文 »

云山如昨好

发表于 2023-01-21 | 分类于杂记

阅读全文 »

FNet

发表于 2022-10-25 | 分类于机器学习

PAPER: FNet: Mixing Tokens with Fourier Transforms

阅读全文 »

Metaformer

发表于 2022-09-26 | 分类于机器学习

PAPER: MetaFormer Is Actually What You Need for Vision

阅读全文 »

Synthesizer

发表于 2022-09-25 | 分类于机器学习

PAPER: Synthesizer: Rethinking Self-Attention for Transformer Models

阅读全文 »