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

Controlling Character Motions Without Observable Driving Source WACV 2024
Single-Codec: Single-Codebook Speech Codec towards High-Performance Speech Generation INTERSPEECH 2024
Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective NIPS 2024
Structured Multi-Track Accompaniment Arrangement via Style Prior Modelling NIPS 2024
Scaling the Codebook Size of VQ-GAN to 100,000 with a Utilization Rate of 99% NIPS 2024
Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders EACL 2024
QTIP: Quantization with Trellises and Incoherence Processing NIPS 2024
ESC: Efficient Speech Coding with Cross-Scale Residual Vector Quantized Transformers EMNLP 2024
General Point Model Pretraining with Autoencoding and Autoregressive CVPR 2024
TCSinger: Zero-Shot Singing Voice Synthesis with Style Transfer and Multi-Level Style Control EMNLP 2024
Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification NIPS 2024
Compact 3D Gaussian Representation for Radiance Field CVPR 2024
VQ-Map: Bird's-Eye-View Map Layout Estimation in Tokenized Discrete Space via Vector Quantization NIPS 2024
Inducing Systematicity in Transformers by Attending to Structurally Quantized Embeddings ACL 2024
T2S-GPT: Dynamic Vector Quantization for Autoregressive Sign Language Production from Text ACL 2024
Codebook Transfer with Part-of-Speech for Vector-Quantized Image Modeling CVPR 2024
From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations CVPR 2024
PyramidCodec: Hierarchical Codec for Long-form Music Generation in Audio Domain EMNLP 2024
ENTED: Enhanced Neural Texture Extraction and Distribution for Reference-Based Blind Face Restoration WACV 2024
Rethinking the Objectives of Vector-Quantized Tokenizers for Image Synthesis CVPR 2024
MoMask: Generative Masked Modeling of 3D Human Motions CVPR 2024
VQCNIR: Clearer Night Image Restoration with Vector-Quantized Codebook AAAI 2024
Image Understanding Makes for A Good Tokenizer for Image Generation NIPS 2024
RepCodec: A Speech Representation Codec for Speech Tokenization ACL 2024
PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression NIPS 2024