conftrace_

vector quantization

257 papers

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Also known as

VQ

Co-occurring keywords

variational autoencoder (1288) image generation (2073) representation learning (6206) autoregressive model (456) discrete representation (74) model compression (3302) self-supervised learning (3777) generative model (2892) codebook learning (35) unsupervised learning (3264)

Papers

RepCodec: A Speech Representation Codec for Speech Tokenization ACL 2024
PyramidCodec: Hierarchical Codec for Long-form Music Generation in Audio Domain EMNLP 2024
FlowVQTalker: High-Quality Emotional Talking Face Generation through Normalizing Flow and Quantization CVPR 2024
Compressed 3D Gaussian Splatting for Accelerated Novel View Synthesis CVPR 2024
Structured Multi-Track Accompaniment Arrangement via Style Prior Modelling NIPS 2024
ESC: Efficient Speech Coding with Cross-Scale Residual Vector Quantized Transformers EMNLP 2024
NIRVANA: Neural Implicit Representations of Videos With Adaptive Networks and Autoregressive Patch-Wise Modeling CVPR 2023
Hyperspherical Quantization: Toward Smaller and More Accurate Models WACV 2023
QuantArt: Quantizing Image Style Transfer Towards High Visual Fidelity CVPR 2023
Object Discovery From Motion-Guided Tokens CVPR 2023
A Vector Quantized Approach for Text to Speech Synthesis on Real-World Spontaneous Speech AAAI 2023
UDE: A Unified Driving Engine for Human Motion Generation CVPR 2023
QPGesture: Quantization-Based and Phase-Guided Motion Matching for Natural Speech-Driven Gesture Generation CVPR 2023
Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization for Heterogeneous Representational Coarseness AAAI 2023
Vector-Quantized Prompt Learning for Paraphrase Generation EMNLP 2023
Latent Autoregressive Source Separation AAAI 2023
NVTC: Nonlinear Vector Transform Coding CVPR 2023
Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation CVPR 2023
Disentangled Representation Learning for Unsupervised Neural Quantization CVPR 2023
Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis AAAI 2023
NAPA-VQ: Neighborhood-Aware Prototype Augmentation with Vector Quantization for Continual Learning ICCV 2023
Regularized Vector Quantization for Tokenized Image Synthesis CVPR 2023
Hierarchical Imitation Learning with Vector Quantized Models ICML 2023
Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers ICCV 2023
Unsupervised Facial Performance Editing via Vector-Quantized StyleGAN Representations ICCV 2023