Joonseok Lee

According to our database1, Joonseok Lee authored at least 35 papers between 2007 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs.
Medical Image Anal., 2020

A Hierarchical Multi-Modal Encoder for Moment Localization in Video Corpus.
CoRR, 2020

Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation.
CoRR, 2020

Predicting Coronary Artery Calcium Score from Retinal Fundus Photographs Using Convolutional Neural Networks.
Proceedings of the Artificial Intelligence and Soft Computing, 2020

Large Scale Video Representation Learning via Relational Graph Clustering.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Saving Face: Investigating the Ethical Concerns of Facial Recognition Auditing.
Proceedings of the AIES '20: AAAI/ACM Conference on AI, 2020

REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs.
CoRR, 2019

Deep-Hurricane-Tracker: Tracking and Forecasting Extreme Climate Events.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

N-GCN: Multi-scale Graph Convolution for Semi-supervised Node Classification.
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

Large-Scale Training Framework for Video Annotation.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Learning to Focus and Track Extreme Climate Events.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

Localized user-driven topic discovery via boosted ensemble of nonnegative matrix factorization.
Knowl. Inf. Syst., 2018

Collaborative Deep Metric Learning for Video Understanding.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

The 2nd YouTube-8M Large-Scale Video Understanding Challenge.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Local Topic Discovery via Boosted Ensemble of Nonnegative Matrix Factorization.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Large-Scale Content-Only Video Recommendation.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

LLORMA: Local Low-Rank Matrix Approximation.
J. Mach. Learn. Res., 2016

YouTube-8M: A Large-Scale Video Classification Benchmark.
CoRR, 2016

L-EnsNMF: Boosted Local Topic Discovery via Ensemble of Nonnegative Matrix Factorization.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

A Rapid Screening and Testing Protocol for Keyboard Layout Speed Comparison.
IEEE Trans. Hum. Mach. Syst., 2015

Leveraging Knowledge Bases for Contextual Entity Exploration.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Local Context Sparse Coding.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Estimating Temporal Dynamics of Human Emotions.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Optimizing a Personalized Multigram Cellphone Keypad.
CoRR, 2014

Local collaborative ranking.
Proceedings of the 23rd International World Wide Web Conference, 2014

Personalized Academic Research Paper Recommendation System
CoRR, 2013

Matrix Approximation under Local Low-Rank Assumption
Proceedings of the 1st International Conference on Learning Representations, 2013

Learning multiple-question decision trees for cold-start recommendation.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Local Low-Rank Matrix Approximation.
Proceedings of the 30th International Conference on Machine Learning, 2013

PREA: personalized recommendation algorithms toolkit.
J. Mach. Learn. Res., 2012

A Comparative Study of Collaborative Filtering Algorithms
CoRR, 2012

Rapid screening of keyboard layouts.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Automatic Feature Induction for Stagewise Collaborative Filtering.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Optimizing a Personalized Cellphone Keypad.
Proceedings of the Convergence and Hybrid Information Technology, 2011

Predictive Trellis-Coded Quantization of the Cepstral Coefficients for the Distributed Speech Recognition.
IEICE Trans. Commun., 2007