Jin Soo Seo Ph.D. (2005)

○ Thesis

Robust Image Watermarking Based on Geometrically Invariant Regions.

○ Office

Kangnung National University, Professor.

Sang Gyun Kim Ph.D. (2008)

○ Thesis

Underdetermined Blind Source Separation by Latent Component Estimation.

○ Office

Kyungpook University/Stanford Research Scientist.

Sun Il Lee Ph.D. (2008)

○ Thesis

Robust Video Fingerprinting for Content-Based Video Identification.

○ Office

Samsung Electronics.

Min Ho Jin Ph.D. (2009)

○ Thesis

Quantum-inspired Hashing for Multimedia Identification.

○ Office

Google (SF, USA).

Dal Won Jang Ph.D. (2010)

○ Thesis

Distance Metric Lerning for Content Identification.

○ Office

KETI.

Seok Hwan Jo Ph.D. (2011)

○ Thesis

Melody Extraction based on Dynamic Bayesian Network.

○ Office

SK Telecom T-Brain.

Sung Woong Kim Ph.D. (2011)

○ Thesis

Task-specific Image Partitioning based on Discriminative Higher-Order Correlation Clustering.

○ Office

AI department, Korea University, Professor.

Sung Rak Yun Ph.D. (2012)

○ Thesis

A Co-Classification Framework for Transfer Learning Using a Semi-Supervised Topic Model.

○ Office

Qualcomm.

Jin Ho Choi Ph.D. (2015)

○ Thesis

Underdetermined High-Resolution DOA Estimation: A 2pth-Order Source-Signal/Noise Subspace Constrained Optimization.

○ Office

Smart Ear CEO.

Sang Hyuk Park Ph.D. (2018)

○ Thesis

Deep Spiral Convolutional Neural Network for Single Image Super-Resolution and Image Enhancement.

○ Office

Naver.

Jang Hoon Cho Ph.D. (2018)

○ Thesis

Summarizing Distribution: Submodular Probability Density Cover.

○ Office

Qualcomm AI.

Jong Min Kim Ph.D. (2019)

○ Thesis

Learning with Edge-labeling Graph: Applications to Image Segmentation and Few-shot Learning.

○ Office

Kakao Brain.

Dong Hoon Lee Ph.D. (2019)

○ Thesis

Learning to Augment Influential Data.

○ Office

Kakao Brain.

Hyun Sin Park Ph.D. (2019)

○ Thesis

Learnable Gammatone Filterbank and Energy Normalized Gated Convolutional Network for Environmental Sound Classification.

○ Office

Qualcomm.

Seung Jae Lee Ph.D. (2020)

○ Thesis

Study on Efficient Feature Extraction and Neural Architecture Engineering for Visual Search.

○ Office

ETRI.

Jun yeong Kim Ph.D. (2021)

○ Thesis

Deep Learning Based Approaches for Multimodal Video Question Answering.

○ Office

Chung-Ang University, Professor.

Thang Vu Ph.D. (2023)

○ Thesis

From Unimodal to Multimodal Learning with Adaptive Alignment for 2D-3D VIsual Recognition.

○ Office

42dot.

Hae Yong Kang Ph.D. (2023)

○ Thesis

Forget-free Subnetworks for Life-long Learning.

○ Office

Post-doc U-AIM lab

Won Il Lee M.S. (2001)

○ Thesis

Tandemless Transcoding between AMR and EVRC speech coders.

○ Office

Samsung Electronics.

Seok Hyun Yoon M.S. (2002)

○ Thesis

A Novel Speech Enhancement based on Speech/Noise-dominant Decision in Time-Frequency Domain.

○ Office

Samsung Electronics.

Jong Wook Kim M.S. (2002)

○ Thesis

Subspace Speech Enhancement Based on Selective Projection Method and Psychoacoustic Model.

○ Office

Pantech.

Soo Young Woo M.S. (2003)

○ Thesis

Robust Feature extraction using Lombard effect compensation filter.

○ Office

Samsung Electronics.

Gyu Chul Jang M.S. (2003)

○ Thesis

Improvements in speaker adaptation with weighted training.

○ Office

21st Century Patent & Law Firm.

Dal Won Jang M.S. (2003)

○ Thesis

A Novel Transcoding Algorithm for G.729A and SMV Speech Codecs via Direct Parameter Transformation.

○ Office

KETI.

Sun Il Lee M.S. (2003)

○ Thesis

Novel Tandemless Transcoding Algorithm for AMR and EVRC Speech Coders.

○ Office

Samsung Electronics.

Min Ho Jin M.S. (2004)

○ Thesis

An Out-of Vocabulary Rejection Technique usign Anti-phoneme Model and On-line Garbage Model in Hidden Markov Model.

○ Office

Google (SF, USA)

Seong Ho Seo M.S. (2004)

○ Thesis

A Transcoding Algorithm for G.723.1 and SMV Speech Coders via Direct Parameter Transformation.

○ Office

Pai Chai University, Professor.

Jong Kwan Lee M.S. (2004)

○ Thesis

A De-noising Method using Teager Energy Operator and Wiener Filter for Speech Recognizer.

○ Office

Republic of Korea Army.

Seung Jae Lee M.S. (2005)

○ Thesis

A Secure SVD-Based Watermarking Method for Image Content Authentication.

○ Office

ETRI.

Chang Sun Park M.S. (2005)

○ Thesis

Single Channel Subband Blind Source Separation Using Temporal Dependency of Speech via Viterbi Algorithm.

○ Office

Hyundai Heavy Industries Corporation.

So Young Park M.S. (2006)

○ Thesis

Analysis and Compensation of Korean Lombard Speech based on Phoneme Dependent Cepstral Characteristic and Pitch Information.

○ Office

Korea Electric Power Corporation.

Seok Hwan Jo M.S. (2006)

○ Thesis

Melody Extraction based on Dynamic Bayesian Network.

○ Office

SK Telecom T-Brain.

Jun Sung Kim M.S. (2006)

○ Thesis

A Novel Crosstalk Cancellation for 3D Audio.

○ Office

Patent Attorney.

Kyoung Ran Mun M.S. (2007)

○ Thesis

The Database Construction Method Using Region-conserving Hashing Function for the High-speed Search of the Audio Fingerprinting System.

○ Office

Samsung Electronics.

Sung Woong Kim M.S. (2007)

○ Thesis

Task-specific Image Partitioning based on Discriminative Higher-Order Correlation Clustering.

○ Office

Kakao Brain

Jin Ho Choi M.S. (2008)

○ Thesis

Time Delay Estimation Based on Pitch Harmonics Weight and Wiener Gain for Robust Speaker Localization.

○ Office

Smart Ear CEO.

Do Hyun Lee M.S. (2009)

○ Thesis

Stereo Matching Based on Under- and Over-segmentation, and Occlusion Handling.

○ Office

LG Electronics.

Yoon Seob Kim M.S. (2010)

○ Thesis

Blockwised Active Source Number Estimation for Blind Source Separation.

○ Office

Industrial Bank of Korea.

Jae Wook Kim M.S. (2010)

○ Thesis

HMM-Based Note Onset Detection of Natural Humming for Query by Humming Systems.

○ Office

Korea University, Research Professor.

Swastik Kayastha M.S. (2010)

○ Thesis

Confident Component Detectors for Face Detection.

○ Office

Samsung Electronics.

Youn Sung Park M.S. (2010)

○ Thesis

Parametric Emotional Singing Voice Synthesis.

○ Office

Samsung Electronics.

Jong Min Kim M.S. (2010)

○ Thesis

Learning with Edge-labeling Graph: Applications to Image Segmentation and Few-shot Learning.

○ Office

Kakao Brain.

Dong Hoon Lee M.S. (2010)

○ Thesis

Face Clustering via Penalized Ncut.

○ Office

Kakao Brain.

Si Hyun Joo M.S. (2011)

○ Thesis

Melody Extraction based on MMSE of Harmonic Coded Structure.

○ Office

Hyundai Motors.

Seung Ryul Baek M.S. (2011)

○ Thesis

Learning a discriminative histogram representation for histogram intersection kernel (HIK).

○ Office

UNIST Computer Science & Engineering Professor.

Jang Hoon Cho M.S. (2011)

○ Thesis

Underdetermined convolutive blind source separation based on a three-stage approach.

○ Office

Qualcomm AI.

Tae Sup Kim M.S. (2011)

○ Thesis

Music analysis via a nonparametric baysian
model: discovering latent musical hierarchical structure based on musical components and sub genres.

○ Office

SNU Dept. Data Science Professor.

Jun Young Chung M.S. (2012)

○ Thesis

Sparsity sharing Embedding for Face Verification.

○ Office

Deepmind.

Sang Hun Park M.S. (2012)

○ Thesis

Melody Extraction using Melody Pitch/Non-melody Pitch Classification.

Ju Wan Lee M.S. (2012)

○ Thesis

Generative Model for Music Similarity.

○ Office

LG Electronics.

Young Joo Seo M.S. (2013)

○ Thesis

Occlusion boundary detection and Figure/ground assignment based on correlation clustering algorithm in a single image.

○ Office

EPFL.

Young Ook Song M.S. (2013)

○ Thesis

Joint estimation of Pose and Facial Landmark using boosted parallel random ferns.

○ Office

Hynix.

Jae Sik Yoon M.S. (2014)

○ Thesis

A tree-structured discriminative dictionary learning for classification.

○ Office

SAP.

Jung Kyu Kang M.S. (2014)

○ Thesis

Mutual Incoherence Discriminative dictionary learning for Non-negative sparse representation in classification.

○ Office

ETRI.

Ho Yong Jang M.S. (2014)

○ Thesis

Large margin and dropout learning of sum-product networks.

○ Office

Samsung Electronics.

Yu Na Seo M.S. (2014)

○ Thesis

Salient object detection using bipartite dictionary.

○ Office

LG Electronics.

Yong Cheon Na M.S. (2015)

○ Thesis

Maximum Margin Learning with sub-SPNs for Cell Classification.

○ Office

Hyundai Motor.

Tae Ho Kim M.S. (2015)

○ Thesis

Automatic Speech Recognition using Semi-Markov Model and Deep Neural Network.

○ Office

Nota Incorporated CEO.

Chang Hoon Lee M.S. (2015)

○ Thesis

Segment-wise Online Learning based on Greedy Algorithm For Real-time Multi-target Tracking.

○ Office

Professional Diving Instructor.

Min Goo Song M.S. (2016)

○ Thesis

Multimodal Representation: Kneser-Ney Smoothing/Skip-gram based Neural Language Model.

○ Office

KAIST KI.

Sung Hun Kang M.S. (2016)

○ Thesis

A Study on Audiovisual Deep Features for Video Categorization.

○ Office

Ph.D Candidate.

Jun Yeong Kim M.S. (2017)

○ Thesis

Partial Person Re-identification with Convolutional Neural Network and Attention model.

○ Office

Chung-Ang University, Professor.

Hyeong Woo Park M.S. (2017)

○ Thesis

Super-resolution using texture guidance deep neural network.

○ Office

Qualcomm AI.

Sang Hyuk Lee M.S. (2018)

○ Thesis

Classification of Neurological Diseases by Single Nucleotide Polymorphism using Position-wise Histogram Comparison and Deep Neural Network.

○ Office

PUBG Corp.

Oh Chul Kwon M.S. (2018)

○ Thesis

Deep Bi-Directional LSTM Attention via Multi Order Difference Feature for Action recognition.

○ Office

Yonsei Unversity, Professional Staff.

Pan Fei M.S. (2018)

○ Thesis

Deep Recursive Segmentation Networks.

○ Office

Ph.D candidate of Robotics and Computer Vision lab.

Min Su Kim M.S. (2018)

○ Thesis

Where is your Player : Deep Pixel-wise visual localization on Baseball Game Data via text-phrase.

○ Office

NCsoft.

Hyo Jung Han M.S. (2018)

○ Thesis

Associative Scene Semantic Segmentation.

○ Office

Samsung Electronics/ University of Maryland, College Park.

Hyun Woo Nam M.S. (2018)

○ Thesis

Network Fusion based Video Summarization using Visual-semantic Features.

○ Office

Samsung Electronics.

Kang Min Bae M.S. (2019)

○ Thesis

ImaGAN: unsupervised training of conditional joint CycleGAN for transferring style with core structures in content preserved.

○ Office

ETRI.

Jae Won Lee M.S. (2019)

○ Thesis

Active learning using blending query strategy with multi-armed bandit on imbalanced data classification.

○ Office

SAIT.

Min Uk Ma M.S. (2020)

○ Thesis

Moment Proposal Network for Multi-modal Video Question Answering.

○ Office

Lunit.

Min Jeong Ju M.S. (2020)

○ Thesis

GAPNet: Generic-Attribute-Pose Network for Fine-Grained Visual Categorization using Multi-Attribute Attention Module.

○ Office

SK T-Brain.

Hyun Jun Jang M.S. (2020)

○ Thesis

RankNet for Accurate Object Detection with Ranking Bounding Boxes.

○ Office

Lunit.

Ho Bin Ryu M.S. (2021)

○ Thesis

Semantic Grouping Network for Video Captioning.

○ Office

Naver.

Nguyen Van Cao M.S. (2020)

○ Thesis

Scene Graph Generation with Attended Predicate Prediction.

○ Office

VNPT.

Sun Jae Yoon M.S. (2021)

○ Thesis

Video Language Alignment Network for Video Moment Retrieval

○ Office

Ph.D Candidate.

Da Huyn Kim M.S. (2022)

○ Thesis

Deep Learning Based Approach for Video Corpus Moment Retrieval and Video Grounded Dialogue.

○ Office

LG Electronics.

Kook Hoi Kim M.S. (2022)

○ Thesis

Deep Learning based approaches for 3D Object Detection and Instance Segmentation on Point Clouds.

○ Office

Samsung Research.

JI Woo Hong M.S. (2022)

○ Thesis

Temporal Procrustes Alignment Framework for 3D Human Pose and Shape Estimation from Video.

○ Office

Ph.D Candidate.

Eun Seop Yoon M.S. (2023)

○ Thesis

Deep Learning Based Approach for Enhanced Non-Native Speech Recognition.

○ Office

Ph.D Candidate.