vector quantization

Word Embedding Binarization with Semantic Information Preservation COLING 2020 From Hard to Soft: Understanding Deep Network Nonlinearities via Vector Quantization and Statistical Inference ICLR 2019 Generating Diverse High-Fidelity Images with VQ-VAE-2 NeurIPS 2019 Group Latent Embedding for Vector Quantized Variational Autoencoder in Non-Parallel Voice Conversion Interspeech 2019 Incorporating Symbolic Sequential Modeling for Speech Enhancement Interspeech 2019 Random Projections with Asymmetric Quantization NeurIPS 2019 Spreading vectors for similarity search ICLR 2019 Super-Wideband Spectral Envelope Modeling for Speech Coding Interspeech 2019 Unsupervised Acoustic Unit Discovery for Speech Synthesis Using Discrete Latent-Variable Neural Networks Interspeech 2019 Unsupervised Paraphrasing without Translation ACL 2019 VideoBERT: A Joint Model for Video and Language Representation Learning ICCV 2019 A Biresolution Spectral Framework for Product Quantization CVPR 2018 GradiVeQ: Vector Quantization for Bandwidth-Efficient Gradient Aggregation in Distributed CNN Training NeurIPS 2018 Hierarchical Quantized Representations for Script Generation EMNLP 2018 Link and Code: Fast Indexing With Graphs and Compact Regression Codes CVPR 2018 Multi-frame Coding of LSF Parameters Using Block-Constrained Trellis Coded Vector Quantization Interspeech 2018 Multiscale Quantization for Fast Similarity Search NeurIPS 2017 Neural Discrete Representation Learning NeurIPS 2017 Practical Data-Dependent Metric Compression with Provable Guarantees NeurIPS 2017 Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations NeurIPS 2017 Efficient Large-Scale Approximate Nearest Neighbor Search on the GPU CVPR 2016 Fast learning rates with heavy-tailed losses NeurIPS 2016 Quantization based Fast Inner Product Search AISTATS 2016 Shortlist Selection With Residual-Aware Distance Estimator for K-Nearest Neighbor Search CVPR 2016 Statistical Modeling of Speaker’s Voice with Temporal Co-Location for Active Voice Authentication Interspeech 2016