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

wav2vec-C: A Self-Supervised Model for Speech Representation Learning INTERSPEECH 2021
Object-Aware Regularization for Addressing Causal Confusion in Imitation Learning NIPS 2021
VQ-GNN: A Universal Framework to Scale up Graph Neural Networks using Vector Quantization NIPS 2021
Temporal Attention Convolutional Network for Speech Emotion Recognition with Latent Representation INTERSPEECH 2020
Playing Atari with Six Neurons (Extended Abstract) IJCAI 2020
Hierarchical Quantized Autoencoders NIPS 2020
Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder ACL 2020
Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search AAAI 2020
Vector Quantized Temporally-Aware Correspondence Sparse Autoencoders for Zero-Resource Acoustic Unit Discovery INTERSPEECH 2020
Unsupervised Learning for Sequence-to-Sequence Text-to-Speech for Low-Resource Languages INTERSPEECH 2020
Vector Quantization-Based Regularization for Autoencoders AAAI 2020
Vector-Quantized Neural Networks for Acoustic Unit Discovery in the ZeroSpeech 2020 Challenge INTERSPEECH 2020
Risk Bounds for Learning Multiple Components with Permutation-Invariant Losses AISTATS 2020
Vector-Quantized Autoregressive Predictive Coding INTERSPEECH 2020
Word Embedding Binarization with Semantic Information Preservation COLING 2020
VQVC+: One-Shot Voice Conversion by Vector Quantization and U-Net Architecture INTERSPEECH 2020
Transformer VQ-VAE for Unsupervised Unit Discovery and Speech Synthesis: ZeroSpeech 2020 Challenge INTERSPEECH 2020
Aggregated Learning: A Vector-Quantization Approach to Learning Neural Network Classifiers AAAI 2020
Accelerating Large-Scale Inference with Anisotropic Vector Quantization ICML 2020
Random Projections with Asymmetric Quantization NIPS 2019
VideoBERT: A Joint Model for Video and Language Representation Learning ICCV 2019
Generating Diverse High-Fidelity Images with VQ-VAE-2 NIPS 2019
Unsupervised Acoustic Unit Discovery for Speech Synthesis Using Discrete Latent-Variable Neural Networks INTERSPEECH 2019
Super-Wideband Spectral Envelope Modeling for Speech Coding INTERSPEECH 2019
Unsupervised Paraphrasing without Translation ACL 2019