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

Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection NIPS 2023
An Information-Theoretic Analysis of Self-supervised Discrete Representations of Speech INTERSPEECH 2023
Decoupling Segmental and Prosodic Cues of Non-native Speech through Vector Quantization INTERSPEECH 2023
A Vector Quantized Approach for Text to Speech Synthesis on Real-World Spontaneous Speech AAAI 2023
DSE-TTS: Dual Speaker Embedding for Cross-Lingual Text-to-Speech INTERSPEECH 2023
Self-Supervised Solution to the Control Problem of Articulatory Synthesis INTERSPEECH 2023
Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers ICCV 2023
ReTAG: Reasoning Aware Table to Analytic Text Generation EMNLP 2023
Vector Quantized Wasserstein Auto-Encoder ICML 2023
Straightening Out the Straight-Through Estimator: Overcoming Optimization Challenges in Vector Quantized Networks ICML 2023
Restoration of Hand-Drawn Architectural Drawings Using Latent Space Mapping With Degradation Generator CVPR 2023
Rethinking Few-Shot Medical Segmentation: A Vector Quantization View CVPR 2023
Generalized Deep 3D Shape Prior via Part-Discretized Diffusion Process CVPR 2023
Vector Quantization With Self-Attention for Quality-Independent Representation Learning CVPR 2023
Unsupervised Facial Performance Editing via Vector-Quantized StyleGAN Representations ICCV 2023
Few Shot Font Generation Via Transferring Similarity Guided Global Style and Quantization Local Style ICCV 2023
Efficient-VQGAN: Towards High-Resolution Image Generation with Efficient Vision Transformers ICCV 2023
Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization for Heterogeneous Representational Coarseness AAAI 2023
AdANNS: A Framework for Adaptive Semantic Search NIPS 2023
MAGE: MAsked Generative Encoder To Unify Representation Learning and Image Synthesis CVPR 2023
Counterspeeches up my sleeve! Intent Distribution Learning and Persistent Fusion for Intent-Conditioned Counterspeech Generation ACL 2023
StylerDALLE: Language-Guided Style Transfer Using a Vector-Quantized Tokenizer of a Large-Scale Generative Model ICCV 2023
Neural Vector Fields: Implicit Representation by Explicit Learning CVPR 2023
Hyperspherical Quantization: Toward Smaller and More Accurate Models WACV 2023
Towards Accurate Image Coding: Improved Autoregressive Image Generation With Dynamic Vector Quantization CVPR 2023