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)

Genetic-Gated Networks for Deep Reinforcement Learning (Simyung Chang, John Yang, Jaeseok Choi, Nojun Kwak) #곽노준 교수팀

Paraphrasing Complex Network: Network Compression via Factor Transfer (Jangho Kim, Seounguk Park, Nojun Kwak) #곽노준 교수팀

Maximum Causal Tsallis Entropy Imitation Learning (Kyungjae Lee, Sungjoon Choi, Songhwai Oh) #오성회 교수팀

Answerer in questioner’s mind: Information theoretic approach to goal-oriented visual dialog (Sang-Woo Lee, Yu-jung Heo, Byoung-Tak Zhang) #장병탁 교수팀

Bilinear attention networks (Jin-Hwa Kim, Jaehyun Jun, Byoung-Tak Zhang) #장병탁 교수팀

Answerer in Questioner's Mind: Information Theoretic Approach to Goal-Oriented Visual Dialog (Sang-Woo Lee, Yu-Jung Heo, Byoung-Tak Zhang) #장병탁 교수팀

Learning to Specialize with Knowledge Distillation for Visual Question Answering (Jonghwan Mun, Kimin Lee, Jinwoo Shin, Bohyung Han) #한보형 교수팀

Bias Reduction and Metric Learning for Nearest-Neighbor Estimation of Kullback-Leibler Divergence (Yung-Kyun Noh, Masashi Sugiyama, Song Liu, Marthinus C. du Plessis)

PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems (Yunseong Lee, Alberto Scolari, Byung-Gon Chun, Marco Domenico Santambrogio, Markus Weimer, Matteo Interlandi) #전병곤 교수팀

A Portable, Automatic Data Quantizer for Deep Neural Networks (Young H. Oh, Quan Quan, Daeyeon Kim, Seonghak Kim, Jun Heo, Sungjun Jung, Jaeyoung Jang, Jae W. Lee) #이재욱 교수팀

3D-Xpath: high-density managed DRAM architecture with cost-effective alternative paths for memory transactions (Sukhan Lee, Kiwon Lee, Minchul Sung, Mohammad Alian, Chankyung Kim, Wooyeong Cho, Reum Oh, Seongil O, Jung Ho Ahn, and Nam Sung Kim) #안정호 교수팀

Making Classical Machine Learning Pipelines Differentiable: A Neural Translation Approach (Gyeong-In Yu, Saeed Amizadeh, Byung-Gon Chun, Markus Weimer, Matteo Interlandi) #전병곤 교수