research
∙
09/18/2023
Anomaly Detection in Spatio-Temporal Data: Theory and Application
This paper provides an overview of three notable approaches for detectin...
share
research
∙
10/28/2021
TorchAudio: Building Blocks for Audio and Speech Processing
This document describes version 0.10 of torchaudio: building blocks for ...
research
∙
10/30/2020
Learning Vision-based Reactive Policies for Obstacle Avoidance
In this paper, we address the problem of vision-based obstacle avoidance...
research
∙
03/29/2020
Nonconvex Matrix Completion with Linearly Parameterized Factors
Techniques of matrix completion aim to impute a large portion of missing...
research
∙
01/18/2019
Nonconvex Rectangular Matrix Completion via Gradient Descent without ℓ_2,∞ Regularization
The analysis of nonconvex matrix completion has recently attracted much ...
research
∙
09/09/2018
Leveraging Elastic Demand for Forecasting
Demand variance can result in a mismatch between planned supply and actu...
research
∙
06/29/2018
A Low-Latency List Successive-Cancellation Decoding Implementation for Polar Codes
Due to their provably capacity-achieving performance, polar codes have a...
research
∙
05/08/2018
A High-Throughput Architecture of List Successive Cancellation Polar Codes Decoder with Large List Size
As the first kind of forward error correction (FEC) codes that achieve c...
research
∙
12/06/2017
On Path Memory in List Successive Cancellation Decoder of Polar Codes
Polar code is a breakthrough in coding theory. Using list successive can...
research
∙
11/06/2017