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深度学习

Introduction: Vector Quantization

Introduction: Vector QuantizationVector QuantizationAutoEncoder(AE)由En

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深度学习

Multimodal Large Language Model 总结

本文前置知识: Vision & Language Pretrained Model 总结. 2025.05.06: 应评论区要求

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Flow Matching: Flow Matching for Generative Modeling Flow Matching: Flow Matching for Generative Modeling
本文前置知识: Rectified Flow: ReFlow: Flow Straight and Fast-Learning to Generate and Transfer Data with Rectified Flow. F
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MeanFlow: Mean Flows for One-step Generative Modeling MeanFlow: Mean Flows for One-step Generative Modeling
本文前置知识: Flow Matching: Flow Matching for Generative Modeling. 或者: Rectified Flow: ReFlow: Flow Straight and Fast: Le
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ReFlow: Flow Straight and Fast-Learning to Generate and Transfer Data with Rectified Flow ReFlow: Flow Straight and Fast-Learning to Generate and Transfer Data with Rectified Flow
Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow 论文: Flow Straight and Fast: Learning
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AlignSTS: Speech-to-Singing Conversion via Cross-Modal Alignment AlignSTS: Speech-to-Singing Conversion via Cross-Modal Alignment
AlignSTS: Speech-to-Singing Conversion via Cross-Modal Alignment 论文: AlignSTS: Speech-to-Singing Conversion via Cross-Mo
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DDIM: Denoising Diffusion Implicit Models DDIM: Denoising Diffusion Implicit Models
本文前置知识: DDPM: DDPM: Denoising Diffusion Probabilistic Model. Denoising Diffusion Implicit Models 论文: Denoising Diffu
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RoPE / RoFormer: Enhanced Transformer with Rotary Position Embedding RoPE / RoFormer: Enhanced Transformer with Rotary Position Embedding
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CLAP: Large-scale Contrastive Language-Audio Pretraining with Feature Fusion and Keyword-to-Caption Augmentation CLAP: Large-scale Contrastive Language-Audio Pretraining with Feature Fusion and Keyword-to-Caption Augmentation
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EVA-GAN: Enhanced Various Audio Generation via Scalable Generative Adversarial Networks EVA-GAN: Enhanced Various Audio Generation via Scalable Generative Adversarial Networks
本文前置知识: HiFi - GAN: HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis. EVA-
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Whisper: Robust Speech Recognition via Large-Scale Weak Supervision Whisper: Robust Speech Recognition via Large-Scale Weak Supervision
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HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis
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DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism
本文前置知识: DDPM: Denoising Diffusion Probabilistic Model. DiffSinger: Singing Voice Synthesis via Shallow Diffusion Me
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DDPM: Denoising Diffusion Probabilistic Model DDPM: Denoising Diffusion Probabilistic Model
2025.03.17: 更新Reverse Process中的描述. DDPM: Denoising Diffusion Probabilistic ModelDDPM Overview DDPM: Denoising Diffusio
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