Korea University

∙ SEOUL , Korea, Republic of ∙ 0 followers

Korea University operates as an educational institute that focuses on higher education. The School provides undergraduate and graduate degrees in a variety of subjects and disciplines.

Learning De-biased Representations with Biased Representations

Many machine learning algorithms are trained and evaluated by splitting ...
10/07/2019 ∙ by Hyojin Bahng, et al. ∙ 25 ∙ share

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COVID-19 CT Image Synthesis with a Conditional Generative Adversarial Network

Coronavirus disease 2019 (COVID-19) is an ongoing global pandemic that h...
07/29/2020 ∙ by Yifan Jiang, et al. ∙ 25 ∙ share

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Improving Interpretability of Deep Neural Networks in Medical Diagnosis by Investigating the Individual Units

As interpretability has been pointed out as the obstacle to the adoption...
07/19/2021 ∙ by Woo-Jeoung Nam, et al. ∙ 24 ∙ share

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W-Net: Two-stage U-Net with misaligned data for raw-to-RGB mapping

Recent research on a learning mapping between raw Bayer images and RGB i...
11/20/2019 ∙ by Kwang Hyun Uhm, et al. ∙ 12 ∙ share

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Real-time interactive magnetic resonance (MR) temperature imaging in both aqueous and adipose tissues using cascaded deep neural networks for MR-guided focused ultrasound surge

Purpose: To acquire the real-time interactive temperature map for aqueou...
08/29/2019 ∙ by Jong-Min Kim, et al. ∙ 11 ∙ share

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Cylindrical Convolutional Networks for Joint Object Detection and Viewpoint Estimation

Existing techniques to encode spatial invariance within deep convolution...
03/25/2020 ∙ by Sunghun Joung, et al. ∙ 11 ∙ share

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Typeface Completion with Generative Adversarial Networks

The mood of a text and the intention of the writer can be reflected in t...
11/09/2018 ∙ by Yonggyu Park, et al. ∙ 10 ∙ share

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Diverse and Admissible Trajectory Forecasting through Multimodal Context Understanding

Multi-agent trajectory forecasting in autonomous driving requires an age...
03/06/2020 ∙ by Seong Hyeon Park, et al. ∙ 9 ∙ share

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Precise Aerial Image Matching based on Deep Homography Estimation

Aerial image registration or matching is a geometric process of aligning...
07/19/2021 ∙ by Myeong-Seok Oh, et al. ∙ 9 ∙ share

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Relative Attributing Propagation: Interpreting the Comparative Contributions of Individual Units in Deep Neural Networks

As Deep Neural Networks (DNNs) have demonstrated superhuman performance ...
04/01/2019 ∙ by Woo-Jeoung Nam, et al. ∙ 8 ∙ share

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AMSS-Net: Audio Manipulation on User-Specified Sources with Textual Queries

This paper proposes a neural network that performs audio transformations...
04/28/2021 ∙ by Woosung Choi, et al. ∙ 8 ∙ share

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Cross-Domain Grouping and Alignment for Domain Adaptive Semantic Segmentation

Existing techniques to adapt semantic segmentation networks across the s...
12/15/2020 ∙ by Minsu Kim, et al. ∙ 7 ∙ share

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Exploring The Spatial Reasoning Ability of Neural Models in Human IQ Tests

Although neural models have performed impressively well on various tasks...
04/11/2020 ∙ by Hyunjae Kim, et al. ∙ 6 ∙ share

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Reinforced Coloring for End-to-End Instance Segmentation

Instance segmentation is one of the actively studied research topics in ...
05/14/2020 ∙ by Tuan Tran Anh, et al. ∙ 5 ∙ share

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Interpreting Models by Allowing to Ask

Questions convey information about the questioner, namely what one does ...
11/13/2018 ∙ by Sungmin Kang, et al. ∙ 4 ∙ share

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3FabRec: Fast Few-shot Face alignment by Reconstruction

Current supervised frameworks for facial landmark detection require a la...
11/24/2019 ∙ by Bjoern Browatzki, et al. ∙ 4 ∙ share

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Unpaired Image Translation via Adaptive Convolution-based Normalization

Disentangling content and style information of an image has played an im...
11/29/2019 ∙ by Wonwoong Cho, et al. ∙ 4 ∙ share

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What and Where to Translate: Local Mask-based Image-to-Image Translation

Recently, image-to-image translation has obtained significant attention....
06/09/2019 ∙ by Wonwoong Cho, et al. ∙ 2 ∙ share

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A Two-Stream Symmetric Network with Bidirectional Ensemble for Aerial Image Matching

In this paper, we propose a novel method to precisely match two aerial i...
02/04/2020 ∙ by Jae-Hyun Park, et al. ∙ 2 ∙ share

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Secure Distribution of Protected Content in Information-Centric Networking

The benefits of the ubiquitous caching in ICN are profound, such feature...
07/26/2019 ∙ by Muhammad Bilal, et al. ∙ 1 ∙ share

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Investigating Deep Neural Transformations for Spectrogram-based Musical Source Separation

Musical Source Separation (MSS) is a signal processing task that tries t...
12/02/2019 ∙ by Woosung Choi, et al. ∙ 1 ∙ share

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Three-Stream Fusion Network for First-Person Interaction Recognition

First-person interaction recognition is a challenging task because of un...
02/19/2020 ∙ by Ye-Ji Kim, et al. ∙ 1 ∙ share

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A Mathematical Programming Approach for Integrated Multiple Linear Regression Subset Selection and Validation

Subset selection for multiple linear regression aims to construct a regr...
12/12/2017 ∙ by Seokhyun Chung, et al. ∙ 0 ∙ share

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Neural Stain-Style Transfer Learning using GAN for Histopathological Images

Performance of data-driven network for tumor classification varies with ...
10/23/2017 ∙ by Hyungjoo Cho, et al. ∙ 0 ∙ share

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End-to-End Prediction of Buffer Overruns from Raw Source Code via Neural Memory Networks

Detecting buffer overruns from a source code is one of the most common a...
03/07/2017 ∙ by Min-je Choi, et al. ∙ 0 ∙ share

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Uncertainty-Aware Learning from Demonstration using Mixture Density Networks with Sampling-Free Variance Modeling

In this paper, we propose an uncertainty-aware learning from demonstrati...
09/03/2017 ∙ by Sungjoon Choi, et al. ∙ 0 ∙ share

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Controllable Generative Adversarial Network

Although it is recently introduced, in last few years, generative advers...
08/02/2017 ∙ by Minhyeok Lee, et al. ∙ 0 ∙ share

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Synthesizing Imperative Programs from Examples Guided by Static Analysis

We present a novel algorithm that synthesizes imperative programs for in...
02/21/2017 ∙ by Sunbeom So, et al. ∙ 0 ∙ share

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Dimensionally Constrained Symbolic Regression

We describe dimensionally constrained symbolic regression which has been...
06/20/2011 ∙ by Suyong Choi, et al. ∙ 0 ∙ share

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Collaborative Representation Classification Ensemble for Face Recognition

Collaborative Representation Classification (CRC) for face recognition a...
07/29/2015 ∙ by Xiaochao Qu, et al. ∙ 0 ∙ share

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Statistical Denoising for single molecule fluorescence microscopic images

Single molecule fluorescence microscopy is a powerful technique for unco...
06/07/2013 ∙ by Ji Won Yoon, et al. ∙ 0 ∙ share

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Crime Scene Re-investigation: A Postmortem Analysis of Game Account Stealers' Behaviors

As item trading becomes more popular, users can change their game items ...
04/29/2017 ∙ by Hana Kim, et al. ∙ 0 ∙ share

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UAV-Aided Wireless Communication Designs With Propulsion Energy Limitations

This paper studies unmanned aerial vehicle (UAV) aided wireless communic...
01/09/2018 ∙ by Subin Eom, et al. ∙ 0 ∙ share

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Minimum Throughput Maximization in UAV-Aided Wireless Powered Communication Networks

This paper investigates unmanned aerial vehicle (UAV)-aided wireless pow...
01/09/2018 ∙ by Junhee Park, et al. ∙ 0 ∙ share

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Robust Designs of Beamforming and Power Splitting for Distributed Antenna Systems with Wireless Energy Harvesting

In this paper, we investigate a multiuser distributed antenna system wit...
01/31/2018 ∙ by Zhengyu Zhu, et al. ∙ 0 ∙ share

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Energy Harvesting Fairness in AN-aided Secure MU-MIMO SWIPT Systems with Cooperative Jammer

In this paper, we study a multi-user multiple-input-multiple-output secr...
02/01/2018 ∙ by Zhengyu Zhu, et al. ∙ 0 ∙ share

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AN-aided Secure Transmission in Multi-user MIMO SWIPT Systems

In this paper, an energy harvesting scheme for a multi-user multiple-inp...
02/01/2018 ∙ by Zhengyu Zhu, et al. ∙ 0 ∙ share

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Incorporating Word Embeddings into Open Directory Project based Large-scale Classification

Recently, implicit representation models, such as embedding or deep lear...
04/03/2018 ∙ by Kang-Min Kim, et al. ∙ 0 ∙ share

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Text2Colors: Guiding Image Colorization through Text-Driven Palette Generation

In this paper, we propose a novel approach to generate multiple color pa...
04/11/2018 ∙ by Wonwoong Cho, et al. ∙ 0 ∙ share

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MEGAN: Mixture of Experts of Generative Adversarial Networks for Multimodal Image Generation

Recently, generative adversarial networks (GANs) have shown promising pe...
05/07/2018 ∙ by David Keetae Park, et al. ∙ 0 ∙ share

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Utilizing Probase in Open Directory Project-based Text Classification

Open Directory Project (ODP) has been successfully utilized in text clas...
05/14/2018 ∙ by So-Young Jun, et al. ∙ 0 ∙ share

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Improved Reconciliation With Polar Codes In Quantum Key Distribution

Quantum key distribution (QKD) is a cryptographic system that generates ...
05/14/2018 ∙ by Sunghoon Lee, et al. ∙ 0 ∙ share

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Inference Related to Common Breaks in a Multivariate System with Joined Segmented Trends with Applications to Global and Hemispheric Temperatures

What transpires from recent research is that temperatures and radiative ...
05/25/2018 ∙ by Dukpa Kim, et al. ∙ 0 ∙ share

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RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records

In the past decade, we have seen many successful applications of recurre...
05/28/2018 ∙ by Bum Chul Kwon, et al. ∙ 0 ∙ share

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Character-Level Feature Extraction with Densely Connected Networks

Generating character-level features is an important step for achieving g...
06/24/2018 ∙ by Chanhee Lee, et al. ∙ 0 ∙ share

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Question-Aware Sentence Gating Networks for Question and Answering

Machine comprehension question answering, which finds an answer to the q...
07/20/2018 ∙ by Minjeong Kim, et al. ∙ 0 ∙ share

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Stock Price Correlation Coefficient Prediction with ARIMA-LSTM Hybrid Model

Predicting the price correlation of two assets for future time periods i...
08/05/2018 ∙ by Hyeong Kyu Choi, et al. ∙ 0 ∙ share

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Learning User Preferences and Understanding Calendar Contexts for Event Scheduling

With online calendar services gaining popularity worldwide, calendar dat...
09/05/2018 ∙ by Donghyeon Kim, et al. ∙ 0 ∙ share

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CollaboNet: collaboration of deep neural networks for biomedical named entity recognition

Background: Finding biomedical named entities is one of the most essenti...
09/21/2018 ∙ by Wonjin Yoon, et al. ∙ 0 ∙ share

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Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering

Recently, open-domain question answering (QA) has been combined with mac...
10/01/2018 ∙ by Jinhyuk Lee, et al. ∙ 0 ∙ share

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