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

Incorporating Symbolic Sequential Modeling for Speech Enhancement INTERSPEECH 2019
Group Latent Embedding for Vector Quantized Variational Autoencoder in Non-Parallel Voice Conversion INTERSPEECH 2019
GradiVeQ: Vector Quantization for Bandwidth-Efficient Gradient Aggregation in Distributed CNN Training NIPS 2018
Multi-frame Coding of LSF Parameters Using Block-Constrained Trellis Coded Vector Quantization INTERSPEECH 2018
Link and Code: Fast Indexing With Graphs and Compact Regression Codes CVPR 2018
Hierarchical Quantized Representations for Script Generation EMNLP 2018
A Biresolution Spectral Framework for Product Quantization CVPR 2018
Practical Data-Dependent Metric Compression with Provable Guarantees NIPS 2017
Multiscale Quantization for Fast Similarity Search NIPS 2017
Neural Discrete Representation Learning NIPS 2017
Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations NIPS 2017
Statistical Modeling of Speaker’s Voice with Temporal Co-Location for Active Voice Authentication INTERSPEECH 2016
Shortlist Selection With Residual-Aware Distance Estimator for K-Nearest Neighbor Search CVPR 2016
Fast learning rates with heavy-tailed losses NIPS 2016
Efficient Large-Scale Approximate Nearest Neighbor Search on the GPU CVPR 2016
Quantization based Fast Inner Product Search AISTATS 2016
Tree Quantization for Large-Scale Similarity Search and Classification CVPR 2015
Sparse Composite Quantization CVPR 2015
Density-preserving quantization with application to graph downsampling COLT 2014
Composite Quantization for Approximate Nearest Neighbor Search ICML 2014
Distance Encoded Product Quantization CVPR 2014
Locally Optimized Product Quantization for Approximate Nearest Neighbor Search CVPR 2014
Quantize and Conquer: A Dimensionality-Recursive Solution to Clustering, Vector Quantization, and Image Retrieval ICCV 2013
Which Space Partitioning Tree to Use for Search? NIPS 2013
Fast Template Evaluation with Vector Quantization NIPS 2013