March 16, 2025Autoregressive Image Generation using Residual QuantizationRQ-VAE, 残差向量量化NoteVAEResidualVector QuantizationEmpiricalCVPR2022
March 16, 2025Recommender Systems with Generative RetrievalTIGER, 向量量化生成式检索NoteSequential RecommendationGenerativeVector QuantizationSeminalEmpiricalNeurIPS2023
March 12, 2025Finite Scalar Quantization: VQ-VAE Made SimpleFSQ, 标量量化NoteVector QuantizationCodebook CollapseEmpiricalArXiv2023
March 11, 2025Taming Transformers for High-Resolution Image SynthesisVQGAN, 自回归式的图片生成NoteGANVector QuantizationImage SynthesisSeminalEmpiricalCVPR2021
March 10, 2025Neural Discrete Representation LearningVQ-VAE, 向量量化的开山之作NoteVAEVector QuantizationSeminalEmpiricalNeurIPS2017