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

Interactive Character Animiation by Learning Multi-Objective Control (Kyungho Lee, Seyoung Lee, and Jehee Lee) #이제희 교수팀

Aerobatics Control of Flying Creatures via Self-Regulated Learning (Jungdam Won, Jungnam Park, and Jehee Lee) #이제희 교수팀

Fast and Scalable Distributed Loopy Belief Propagation on Real-World Graphs (Saehan Jo, Jaemin Yoo, U Kang) #강유 교수팀

SIDE: Representation Learning in Signed Directed Networks (Junghwan Kim, Haekyu Park, Ji-Eun Lee, U Kang) #강유 교수팀

Fast and Accurate Random Walk with Restart on Dynamic Graphs with Guarantees (Minji Yoon, Woojeong Jin, and U Kang) #강유 교수팀

Detection and Recognition of Text Embedded in Online Images via Neural Context Models (Chulmoo Kang, Gunhee Kim and Suk I. Yoo) #김건희 교수팀

Transfer Learning for Deep Learning on Graph-Structured Data (Jaekoo Lee, Hyunjae Kim, Jongsun Lee and Sungroh Yoon) #윤성로 교수팀

Supervising Neural Attention Models for Video Captioning by Human Gaze Data (Youngjae Yu, Jongwook Choi, Yeonhwa Kim, Kyung Yoo, Sang-Hun Lee, Gunhee Kim) #김건희 교수팀

Attend to You: Personalized Image Captioning With Context Sequence Memory Networks (Cesc Chunseong Park, Byeongchang Kim, Gunhee Kim) #김건희 교수팀

TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering (Yunseok Jang, Yale Song, Youngjae Yu, Youngjin Kim, Gunhee Kim) #김건희 교수팀

End-To-End Concept Word Detection for Video Captioning, Retrieval, and Question Answering (Youngjae Yu, Hyungjin Ko, Jongwook Choi, Gunhee Kim) #김건희 교수팀

Deep Multi-Scale Convolutional Neural Network for Dynamic Scene Deblurring (Seungjun Nah, Tae Hyun Kim, Kyoung Mu Lee) #이경무 교수팀

Anti-Glare: Tightly Constrained Optimization for Eyeglass Reflection Removal (Tushar Sandhan, Jin Young Choi) #최진영 교수팀

Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning (Sangdoo Yun, Jongwon Choi, Youngjoon Yoo, Kimin Yun, Jin Young Choi) #최진영 교수팀

Variational Autoencoded Regression: High Dimensional Regression of Visual Data on Complex Manifold (YoungJoon Yoo, Sangdoo Yun, Hyung Jin Chang, Yiannis Demiris, Jin Young Choi) #최진영 교수팀

Attentional Correlation Filter Network for Adaptive Visual Tracking (Jongwon Choi, Hyung Jin Chang, Sangdoo Yun, Tobias Fischer, Yiannis Demiris, Jin Young Choi) #최진영 교수팀

Superpixel-Based Tracking-By-Segmentation Using Markov Chains (Donghun Yeo, Jeany Son, Bohyung Han, Joon Hee Han) #한보형 교수

BranchOut: Regularization for Online Ensemble Tracking With Convolutional Neural Networks (Bohyung Han, Jack Sim, Hartwig Adam) #한보형 교수

Multi-Object Tracking With Quadruplet Convolutional Neural Networks (Jeany Son, Mooyeol Baek, Minsu Cho, Bohyung Han) #한보형 교수

Weakly Supervised Semantic Segmentation Using Web-Crawled Videos (Seunghoon Hong, Donghun Yeo, Suha Kwak, Honglak Lee, Bohyung Han) #한보형 교수