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Showing results 1 to 40 of 74

Issue Date	Title / Author(s) / Citation	File
2016-02	Unsupervised Learning and Diagnosis Method for Journal Bearing System in a Large-scale Power Plant 전병철	view file
2017-02	Markerless Reconstruction of Human Motion Data 양경용	view file
2017-02	Deep Reinforcement Learning with LSTM-based Exploration Bonus 양진호	view file
2017-06	DeepMon: Mobile GPU-based deep learning framework for continuous vision applications Huynh, Loc N.; Lee, Youngki; Balan, Rajesh Krishna MobiSys 2017 - Proceedings of the 15th Annual International Conference on Mobile Systems, Applications, and Services, pp.82-95	DOI
2017-08	Computational Approaches on Choreographing Multiple Actor Motion 원정담	view file
2017-08	Deep Memory Networks for Natural Conversations 장하영	view file
2017-08	Long Noncoding RNA Identification using Recurrent Neural Network 백정환	view file
2017-11	How to Train Your Dragon: Example-Guided Control of Flapping Flight Won, Jungdam; Park, Jongho; Kim, Kwanyu; Lee, Jehee ACM Transactions on Graphics, Vol.36 No.6, p. 198	DOI
2018-02	DEEP LEARNING ON GRAPHS 이재구	view file
2018-02	Video-based Visual Question Answering with Spatio-Temporal Reasoning Tasks 장윤석	view file
2018-02	Tree-structured Deep Neural Networks by Learning to Semantically Split 김주용	view file
2018-02	Understanding Visualization Idioms Through Deep Visualization 김원재	view file
2018-02	Relation Memory Network: A Simple Neural architecture for Text-based Reasoning 문지형	view file
2018-02	Convolutional Recurrent Neural Network Encoder-Decoder를 활용한 태양광 발전량 시퀀스 예측 박인범	view file
2018-02	Structural Improvements of Single Stage Networks for Object Detection 이경민	view file
2018-11	Aerobatics control of flying creatures via self-regulated learning Won, Jungdam; Park, Jungnam; Lee, Jehee ACM Transactions on Graphics, Vol.37 No.6, p. 181	DOI
2019-08	Interactive Control of Unorganized Human Motion using Deep Neural Networks 이경호	view file link
2019-08	Automatic Multi-Label Image Classification Model for Construction Site Images 김예슬	view file link
2019-08	Clinical outcome prediction with deep learning from microelectrode recording of subthalamic deep brain stimulation in Parkinson disease 박광현	view file link
2019-08	Enhancing VAEs for Collaborative Filtering: Flexible Priors & Gating Mechanisms 김대룡	view file link
2019-08	SF Network : Squeezed Fusion Network using Fully Convolutional Network for Biomedical Image Segmentation 김종태	view file link
2019-11	Learning Body Shape Variation in Physics-based Characters Won, Jungdam; Lee, Jehee ACM Transactions on Graphics, Vol.38 No.6, p. 207	DOI
2020	Optimization of Mixed-precision Neural Architecture with Knowledge Distillation Nguyen Tuan Nghia	view file link
2020	Comparison among bone age assessment methods and development of a Fishman-based skeletal maturity determination system using deep learning in contemporary Korean children and adolescents 신난영	view file link
2020	Design and Application of Deep-learning Artificial Neural Network for Human Motion and Posture Analysis 진병기	view file link
2020	Improving Energy Efficiency of Neural Networks 박성식	link
2020-05	Efficient Decoupled Neural Architecture Search by Structure and Operation Sampling Lee, Heung-Chang; Kim, Do-Guk; Han, Bohyung ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Vol.2020-May, pp.4222-4226	DOI
2020-07	A Scalable Approach to Control Diverse Behaviors for Physically Simulated Characters Won, Jungdam; Gopinath, Deepak; Hodgins, Jessica ACM Transactions on Graphics, Vol.39 No.4, p. 3392381	DOI
2021	Robustness of deep neural networks to adversarial attack : from heuristic methods to certified methods 이성윤	view file link
2021	A Deep Learning Optimization Framework for Versatile GPU Workloads 정우근	view file link
2021	Adversarial Auto Encoder for Novelty Detection in Multi-modal Normality Case via Disentangled Latent Space 안성권	view file link
2021	Performance Modeling, Performance Tuning and Quantization for GPU Programs 다오툰탄	view file link
2021	Image Quality Enhancement using Deep Neural Networks 노형민	view file link
2021	IoT환경을 위한 인공지능 기반 네트워크 침입 탐지 시스템 하회리	view file link
2021	Event Argument Extraction with Trigger-Relevant Message Passing on Dependency Graphs 손보경	view file link
2021	Elastic Distributed Training of Deep Neural Networks 이경근	view file link
2021	트리 탐색을 활용한 딥 러닝 비밀번호 생성 기법 임현재	view file link
2021-02	데이터 증강을 통한 순차 추천 성능 향상 연구 송주영	view file link
2021-02	Towards Fast and Accurate Information Transmission in Deep Spiking Neural Networks 김세준	view file link
2021-02	Large Scale Video Understanding with Narrative Description 유영재	view file link

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