LG Electronics Inc

∙ Ontario , Korea, Republic of ∙ 0 followers

LG Electronics Inc. 91 billion, LG comprises four business units: Home Entertainment, Mobile Communications, Home Appliances & Air Solutions, and Vehicle Components, with Starion India as its main production vendor for refrigeration and washing machine...

Featured Researchers

Hoirin Kim
16 publications
Mohak Shah
15 publications
Unmesh Kurup
9 publications
Samarth Tripathi
8 publications
Sauptik Dhar
8 publications
Seungmin Lee
5 publications
Young-min Song
4 publications
Yongmei Zhang
2 publications
Stanley Jungkyu Choi
2 publications
ByeongMoon Jeon
2 publications
Tariq Afzal
1 publication

Pruning Algorithms to Accelerate Convolutional Neural Networks for Edge Applications: A Survey

With the general trend of increasing Convolutional Neural Network (CNN) ...
05/08/2020 ∙ by Jiayi Liu, et al. ∙ 24 ∙ share

read it
Online Multiple Pedestrian Tracking using Deep Temporal Appearance Matching Association

In online multiple pedestrian tracking it is of great importance to cons...
07/01/2019 ∙ by Young-chul Yoon, et al. ∙ 2 ∙ share

read it
Online Multi-Object Tracking Framework with the GMPHD Filter and Occlusion Group Management

In this paper, we propose an efficient online multi-object tracking fram...
07/31/2019 ∙ by Young-min Song, et al. ∙ 1 ∙ share

read it
A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation

Recently, DNN model compression based on network architecture design, e....
03/12/2017 ∙ by Chunpeng Wu, et al. ∙ 0 ∙ share

read it
Deep Learning Based NLOS Identification with Commodity WLAN Devices

Identifying line-of-sight (LOS) and non-LOS (NLOS) channel conditions ca...
10/20/2017 ∙ by Jeong-Sik Choi, et al. ∙ 0 ∙ share

read it
Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons

We propose post-processing method for enriching not only word representa...
04/21/2018 ∙ by Hwiyeol Jo, et al. ∙ 0 ∙ share

read it
Scene Understanding Networks for Autonomous Driving based on Around View Monitoring System

Modern driver assistance systems rely on a wide range of sensors (RADAR,...
05/18/2018 ∙ by JeongYeol Baek, et al. ∙ 0 ∙ share

read it
Robust Neural Network Training using Periodic Sampling over Model Weights

Deep neural networks provide best-in-class performance for a number of c...
05/14/2019 ∙ by Samarth Tripathi, et al. ∙ 0 ∙ share

read it
Spatial Pyramid Encoding with Convex Length Normalization for Text-Independent Speaker Verification

In this paper, we propose a new pooling method called spatial pyramid en...
06/19/2019 ∙ by Youngmoon Jung, et al. ∙ 0 ∙ share

read it
V2X-Based Vehicular Positioning: Opportunities, Challenges, and Future Directions

Vehicle-to-Everything (V2X) will create many new opportunities in the ar...
08/13/2019 ∙ by Seung-Woo Ko, et al. ∙ 0 ∙ share

read it
LGSVL Simulator: A High Fidelity Simulator for Autonomous Driving

Testing autonomous driving algorithms on real autonomous vehicles is ext...
05/07/2020 ∙ by Guodong Rong, et al. ∙ 0 ∙ share

read it
Stabilizing Bi-Level Hyperparameter Optimization using Moreau-Yosida Regularization

This research proposes to use the Moreau-Yosida envelope to stabilize th...
07/27/2020 ∙ by Sauptik Dhar, et al. ∙ 0 ∙ share

read it
A Survey on Proactive Customer Care: Enabling Science and Steps to Realize it

In recent times, advances in artificial intelligence (AI) and IoT have e...
10/11/2021 ∙ by Viswanath Ganapathy, et al. ∙ 0 ∙ share

read it