research
∙
01/27/2023
Inter-View Depth Consistency Testing in Depth Difference Subspace
Multiview depth imagery will play a critical role in free-viewpoint tele...
share
research
∙
02/18/2020
Conditional Mutual information-based Contrastive Loss for Financial Time Series Forecasting
We present a method for financial time series forecasting using represen...
research
∙
01/22/2020
Computing Similarity Queries for Correlated Gaussian Sources
Among many current data processing systems, the objectives are often not...
research
∙
05/27/2019
Quantization-Based Regularization for Autoencoders
Autoencoders and their variations provide unsupervised models for learni...
research
∙
08/02/2018
Variational Information Bottleneck on Vector Quantized Autoencoders
In this paper, we provide an information-theoretic interpretation of the...
research
∙
07/12/2018
Learning Product Codebooks using Vector Quantized Autoencoders for Image Retrieval
The Vector Quantized-Variational Autoencoder (VQ-VAE) provides an unsupe...
research
∙
04/10/2017