VQ-GNN: A Universal Framework to Scale up Graph Neural Networks using Vector Quantization.
Mucong DingKezhi KongJingling LiChen ZhuJohn DickersonFurong HuangTom GoldsteinPublished in: NeurIPS (2021)
Keyphrases
- vector quantization
- image compression
- neural network
- vector quantizer
- speaker recognition
- reduced complexity
- fractal image compression
- input vector
- fractal image coding
- neural gas
- codebook generation
- vector quantized
- codebook design
- distortion measure
- index table
- self organizing maps
- image quality
- multiresolution
- computer vision