Vector-Quantized Variational Autoencoders (VQ-VAEs) | Deep Learning

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Residual Vector Quantization for Audio and Speech Embeddings

(13:53)

VQ 1-5 - Vector Quantization (21 min)

(21:44)

What is Learning Vector Quantization (LVQ) in Machine Learning?

(2:59)

Vector Quantization

(9:20)

Vector Quantization Part-1

(8:22)

Learning Vector Quantisers (LVQ) Explained by a student

(10:44)

Vector Quantized Diffusion Model for Text to Image Synthesis | CVPR 2022

(4:58)

Vector Quantized VAEs

(26:17)

Product Quantization for Vector Similarity Search (+ Python)

(29:37)

Learning Vector Quantization in 60 Seconds | Machine Learning Algorithms

(46)

Learning Data-Driven Vector-Quantized Degradation Model for Animation Video Super-Resolution

(3:44)

Neural Audio Compression | What is Residual Vector Quantization?

(5:20)

VQ-VAE | Everything you need to know about it | Explanation and Implementation

(17:9)

CVPR2024 Codebook Transfer with Part-of-Speech for Vector-Quantized Image Modeling

(4:40)

Variable Rate Allocation for Vector-Quantized Autoencoders (ICASSP 2023)

(7:10)

Alexander Ilin: Hierarchical Imitation Learning with Vector Quantized Models

(51:11)

VQ-HPS: Human Pose and Shape Estimation in a Vector-Quantized Latent Space (ECCV 2024)

(3:51)

VQ-VAEs: Neural Discrete Representation Learning | Paper + PyTorch Code Explained

(34:38)