Memorization Precedes Generation: Learning Unsupervised GANs with Memory Networks (Youngjin Kim, Minjung Kim, and Gunhee Kim) #김건희 교수팀

PegasusN: A Scalable and Versatile Graph Mining System (Ha-Myung Park, Chiwan Park, and U Kang) #강유 교수팀

A Deep Ranking Model for Spatio-Temporal Highlight Detection from a 360° Video (Youngjae Yu, Sangho Lee, Joonil Na, Jaeyun Kang, Gunhee Kim) #김건희 교수팀

Quantized Memory-Augmented Neural Networks (Seongsik Park , Seijoon Kim , Seil Lee , Ho Bae, Sungroh Yoon) #윤성로 교수팀

Learning to Compose Task-Specific Tree Structures (Jihun Choi, Kang Min Yoo, Sang-goo Lee) #이상구 교수팀

Adaptive Static Analysis via Learning with Bayesian Optimization (Kihong Heo, Hakjoo Oh, Hongseok Yang, Kwangkeun Yi) #이광근 교수팀

Optimal Bayesian Minimax Rates for Unconstrained Large Covariance Matrices (Kyoungjae Lee and Jaeyong Lee) #이재용 교수팀

Joint Optimization of Speed, Accuracy, and Energy for Embedded Image Recognition Systems (Duseok Kang, Jintaek Kang, Donghyun Kang, Sungjoo Yoo, Soonhoi Ha) #하순회 교수팀

Zoom-SVD: Fast and Memory Efficient Method for Extracting Key Patterns in an Arbitrary Time Range (Jun-gi Jang, Dongjin Choi, Jinhong Jung, and U Kang) #강유 교수팀

Scalable Tucker Factorization for Sparse Tensors - Algorithms and Discoveries (Sejoon Oh, Namyong Park, Lee Sael, and U Kang) #강유 교수팀

TPA: Fast, Scalable, and Accurate Method for Approximate Random Walk with Restart on Billion Scale Graphs (Minji Yoon, Jinhong Jung, and U Kang) #강유 교수팀

Improving the Expressiveness of Deep Learning Frameworks with Recursion (Eunji Jeong, Joo Seong Jeong , Soojeong Kim, Gyeong-In Yu, Byung-Gon Chun) #전병곤 교수팀

From the Edge to the Cloud: Model Serving in ML.NET (Yunseong Lee, Alberto Scolari, Byung-Gon Chun, Markus Weimer, Matteo Interlandi) #전병곤 교수

Vision-based Target Tracking for a Skid-steer Vehicle using Guided Policy Search with Field-of-view Constraint (Taewan Kim, Chungkeun Lee, Hoseong Seo, Seungwon Choi, Wonchul Kim, H. Jin Kim)

Learning-based Path Tracking Control of a Flapping-wing Micro Air Vehicle (Jonggu Lee, Seungwan Ryu, Taewan Kim, Wonchul Kim, H. Jin Kim)

Learning and Generalization of Dynamic Movement Primitives by Hierarchical Deep Reinforcement Learning from Demonstration (Wonchul Kim, Chungkeun Lee, H. Jin Kim)

Interactive Text2Pickup Networks for Natural Language based Human-Robot Collaboration (Hyemin Ahn, Sungjoon Choi, Nuri Kim, Geonho Cha, Songhwai Oh)

An Energy-Efficient Neural Network Accelerator based on Outlier-Aware Low Precision Computation (Eunhyeok Park, Dongyoung Kim, Sungjoo Yoo) #유승주 교수팀

C-GOOD: C-code Generation Framework for Optimized On-device Deep Learning (Duseok Kang, Euiseok Kim, Inpyo Bae, Bernhard Egger, Soonhoi Ha) #하순회 교수팀

Slot Filling with Delexicalized Sentence Generation (Youhyun Shin, Kang Min Yoo, Sang-goo Lee) #이상구 교수팀

Hybrid Approach of Relation Network and Localized Graph Convolutional Filtering for Breast Cancer Subtype Classification (Sungmin Rhee, Seokjun Seo, Sun Kim) #김선 교수팀

VLAS: A vision-language-action integrated system for mobile social service robot (Kyung-Wha Park, Jin-Young Choi, Beom-Jin Lee, Chung-Yeon Lee, Injune Hwang, Byoung-Tak Zhang) #장병탁 교수팀

Smartwatch-based Early Gesture Detection and Trajectory Tracking for Interactive Gesture-Driven Applications (Tran Huy Vu, Archan Misra, Quentin Roy, Kenny Tsu Wei Choo, Youngki Lee)