A Bi-directional Transformer for Musical Chord Recognition (Jonggwon Park, Kyoyun Choi, Sungwook Jeon, Dokyun Kim and Jonghun Park) #박종헌 교수팀

Audio query-based music source separation (Jie Hwan Lee, Hyeong-Seok Choi, Kyogu Lee) #이교구 교수팀

Automatic Choreography Generation with Convolutional Encoder-decoder Network (Juheon Lee, Seohyun Kim, Kyogu Lee) #이교구 교수팀

MnnFast: A Fast and Scalable System Architecture for Memory-Augmented Neural Networks (Hanhwi Jang, Joonsung Kim, Jae-Eon Jo, Jaewon Lee, and Jangwoo Kim) #김장우 교수팀

Cryogenic Computer Architecture Modeling with Memory-Side Case Studies (Gyuhyeon Lee, Dongmoon Min, Ilkwon Byun, and Jangwoo Kim) #김장우 교수팀

TWiCe: Preventing Row-hammering by Exploiting Time Window Counters (Eojin Lee, Ingab Kang, Sukhan Lee, G. Edward Suh, Jung Ho Ahn) #안정호 교수팀

Curved-Voxel Clustering for Accurate Segmentation of 3D LIDAR Point Clouds with Real Time Performance (Seung Cheol Park, Shuyu Wang, Hunjung Lim, U Kang) #강유 교수팀

Position-based monocular visual servoing of an unknown target using online self-supervised learning (Chungkeun Lee, Hoseong Seo, and H. Jin Kim) #김현진 교수팀

Robust Trajectory Planning for a Multirotor against Disturbance based on Hamilton-Jacobi Reachability Analysis (Hoseong Seo, Donggun Lee, Clark Youngdong Son, Claire Tomlin, and H. Jin Kim) #김현진 교수팀

Online Trajectory Generation of a MAV for Chasing a Moving Target in 3D Dense Environments (Boseong Jeon and H. Jin Kim) #김현진 교수팀

Sampling-based Motion Planning for Aerial Pick-and-Place (Hyoin Kim, Hoseong Seo, Jongchan Kim, and H. Jin Kim) #김현진 교수팀

Fast Trajectory Planning for Multiple Quadrotors using Relative Safe Flight Corridor (Jungwon Park and H. Jin Kim) #김현진 교수팀

Robust Real-time RGB-D Visual Odometry in Dynamic Environments via Rigid Motion Model (Sangil Lee, Clark Youngdong Son, and H. Jin Kim) #김현진 교수팀

Fast and safe policy adaptation via alignment-based transfer (Jigang Kim, Seungwon Choi, and H. Jin Kim) #김현진 교수팀

Operational Space Control Framework for Torque Controlled Humanoid Robots with Joint Elasticity (Jaesug Jung, Donghyeon Kim,, Jaeheung Park) #박재흥 교수팀

Passive Model Reduction and Switching for Fast Soft Object Simulation with Intermittent Contacts (J. Yoon, I. Hong and D. J. Lee) #이동준 교수팀

Incorporating Safety into Parametric Dynamic Movement Primitives (Hyoin Kim, Hoseong Seo, Seungwon Choi, Claire Tomlin, H. Jin Kim) #김현진 교수팀

Cargo Transportation Strategy using T^3-Multirotor UAV (Seung Jae Lee, Dongjae Lee, and H. Jin Kim) #김현진 교수팀

Real-time Optimal Planning and Model Predictive Control of a Multi-rotor with a Suspended Load (Clark Youngdong Son, Dohyun Jang, Hoseong Seo, Taewan Kim, Hyeonbeom Lee, H. Jin Kim) #김현진 교수팀

Networked operation of a UAV using Gaussian process-based delay compensation and model predictive control (Dohyun Jang, Jaehyun Yoo, Clark Youngdong Son, H. Jin Kim*, Karl H. Johansson) #김현진 교수팀

Online Walking Pattern Generation for Humanoid Robot with Compliant Motion Control (Mingon Kim, Daegyu Lim, Jaeheung Park) #박재흥 교수팀

Continuous Task Transition Approach for Robot Controller based on Hierarchical Quadratic Programming (Sanghyun Kim, Keunwoo Jang, Suhan Park, Yisoo Lee, Sang Yup Lee, Jaeheung Park) RA-L with ICRA 2019 #박재흥 교수팀

Pose and Posture Estimation of Aerial Skeleton Systems for Outdoor Flying (S. Park, Y. Lee, J. Heo and D. J. Lee) #이동준 교수팀

Data-Driven Contact Clustering for Robot Simulation (M. Kim, J. Yoon, D. Son and D. J. Lee) #이동준 교수팀

Model-Free Optimal Estimation and Sensor Placement Framework for Elastic Kinematic Chain (J. Ahn, J. Yoon, J. Lee and D. J. Lee) #이동준 교수팀

WithDorm: Dormitory Solution for Linking Roommates (Taehyeong Kim, Minji Kwak, Seung Hee Yang, Jaeseo Lim, Byoung-Tak Zhang)

JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs (Eunji Jeong, Sungwoo Cho, Gyeong-In Yu, Joo Seong Jeong, Dongjin Shin, Byung-Gon Chun) #전병곤 교수팀

Restructuring Batch Normalization to Accelerate CNN Training (Wonkyung Jung , Daejin Jung , Byeongho Kim, Sunjung Lee, Wonjong Rhee, Jung Ho Ahn) #안정호 교수팀

Demonstration of JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs (Eunji Jeong, Sungwoo Cho, Gyeong-In Yu, Joo Seong Jeong, Dong-Jin Shin, Byung-Gon Chun) – Demo #전병곤 교수팀

Speculative Symbolic Graph Execution of Imperative Deep Learning Programs (Eunji Jeong, Sungwoo Cho, Gyeong-In Yu, Joo Seong Jung, Dong-Jin Shin, Taebum Kim, Byung-Gon Chun) #전병곤 교수팀

A Joint Sequence Fusion Model for Video Question Answering and Retrieval (Youngjae Yu, Jongseok Kim and Gunhee Kim) #김건희 교수팀
Linear RGB-D SLAM for Planar Environments (Pyojin Kim, Brian Coltin, and H. Jin Kim) #김현진 교수팀

Broadcasting Convolutional Network for Visual Relational Reasoning (Simyung Chang, John Yang, Seonguk Park, Nojun Kwak) #곽노준 교수팀

Motion Feature Network: Fixed Motion Filter for Action Recognition (Myunggi Lee, Seung Eui Lee, Sung Joon Son, Gyutae Park, Nojun Kwak) #곽노준 교수팀

Unsupervised Holistic Image Generation from Key Local Patches (Donghoon Lee, Sangdoo Yun, Sungjoon Choi, Hwiyeon Yoo, Ming-Hsuan Yang, Songhwai Oh) #오성회 교수팀

Value-aware Quantization for Training and Inference of Neural Networks (Eunhyeok Park, Sungjoo Yoo, Peter Vajda) #유승주 교수팀

Part-Aligned Bilinear Representations for Person Re-Identification (Yumin Suh, Jingdong Wang, Siyu Tang, Tao Mei, Kyoung Mu Lee) #이경무 교수팀

Joint Blind Motion Deblurring and Depth Estimation of Light Field (Dongwoo Lee, Haesol Park, In Kyu Park, Kyoung Mu Lee) #이경무 교수팀

Clustering Convolutional Kernels to Compress Deep Neural Networks (Sanghyun Son, Seungjun Nah, Kyoung Mu Lee) #이경무 교수팀

Task-Aware Image Downscaling (Heewon Kim, Myungsub Choi, Bee Lim, Kyoung Mu Lee) #이경무 교수팀

Multimodal dual attention memory for video story question answering (Kyung-Min Kim, Seong-Ho Choi, Jin-Hwa Kim, Byung-Tak Zhang) #장병탁 교수팀

Real-Time MDNet (Ilchae Jung, Jeany Son, Mooyeol Baek, Bohyung Han) #한보형 교수팀

CPlaNet: Enhancing Image Geolocalization by Combinatorial Partitioning of Maps (Paul Hongsuck Seo, Tobias Weyand, Jack Sim, Bohyung Han) #한보형 교수팀

Attentive Semantic Alignment with Offset-Aware Correlation Kernels (Paul Hongsuck Seo, Jongmin Lee, Deunsol Jung, Bohyung Han, Minsu Cho) #한보형 교수팀

Temporal attention mechanism with conditional inference for large-scale multi-label video classification (Eun-Sol Kim, Kyoung-Woon On, Jongseok Kim, Yu-Jung Heo, Seong-Ho Choi, Hyun-Dong Lee and Byoung-Tak Zhang) #장병탁 교수팀

Bilinear attention networks for VizWiz challenge (Jin-Hwa Kim, Yongseok Choi, Sungeun Hong, Jaehyun Jun, and Byoung-Tak Zhang) #장병탁 교수팀

Contextualized bilinear attention networks (Gi-Cheon Kang, Seonil Son, Byoung-Tak Zhang) #장병탁 교수팀

Video Prediction with Appearance and Motion Conditions (Yunseok Jang, Gunhee Kim and Yale Song) #김건희 교수팀

Efficient end-to-end learning for quantizable representations (Yeonwoo Jeong, Hyun Oh Song) #송현오 교수팀

K-Beam Subgradient Descent for Minimax Optimization (Jihun Hamm, Yung-Kyun Noh)

Improving Occlusion and Hard Negative Handling for Single-Stage Pedestrian Detectors (Junhyug Noh, Soochan Lee, Beomsu Kim and Gunhee Kim) #김건희 교수팀

A Memory Network Approach for Story-based Temporal Summarization of 360° Videos (Sangho Lee, Jinyoung Sung, Youngjae Yu and Gunhee Kim) #김건희 교수팀

Image Restoration by Estimating Frequency Distribution of Local Patches (Jaeyoung Yoo, Sangho Lee and Nojun Kwak) #곽노준 교수팀

Dynamic Graph Generation Network: Generating Relational Knowledge from Diagrams (Daesik Kim, Youngjoon Yoo, Jeesoo Kim, Sangkuk Lee and Nojun Kwak) #곽노준 교수팀

NestedNet: Learning Nested Sparse Structures in Deep Neural Networks (Eunwoo Kim, Chanho Ahn, Songhwai Oh) #오성회 교수팀

SeedNet: Automatic Seed Generation With Deep Reinforcement Learning for Robust Interactive Segmentation (Gwangmo Song, Heesoo Myeong, Kyoung Mu Lee) #이경무 교수팀

V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation From a Single Depth Map (Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee) #이경무 교수팀

Weakly Supervised Action Localization by Sparse Temporal Pooling Network (Phuc Nguyen, Ting Liu, Gautam Prasad, Bohyung Han) #한보형 교수팀

System-wide Time vs. Density Tradeoff in Real-Time Multicore Fluid Scheduling (Kang-Wook Kim, Youngeun Cho, Jeongyoon Eo, Chang-Gun Lee, Junghee Han) #이창건 교수팀

BreathRNNet: Breathing Based Authentication on Resource-Constrained IoT Devices using RNNs (Jagmohan Chauhan, Suranga Seneviratne, Yining Hu, Archan Misra, Aruna Seneviratne, Youngki Lee) #이영기 교수팀

A Hierarchical Latent Structure for Variational Conversation Modeling (Yookoon Park, Jaemin Cho and Gunhee Kim) #김건희 교수팀

GLAC Net: GLocal attention cascading networks for multi-image cued story generation (Taehyeong Kim, Min-Oh Heo, Seonil Son, Kyoung-Wha Park , Byoung-Tak Zhang) #장병탁 교수팀