Publications 11 페이지 | 서울대학교AI연구원(AIIS)

RESEARCH

Publications

Total 185건 11 페이지
IEEE Data Engineering Bulletin 2018

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

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IROS 2018 (IEEE 로봇과 자동화 학술대회)

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)

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ISCA 2018 (컴퓨터 아키텍처 국제 심포지엄)

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

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ICCAD 2018 (컴퓨터 기반 디자인 국제학회)

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

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INTERSPEECH 2018

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

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IJCAI 2018 (인공 지능에 관한 국제공동회의)

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

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IMWUT / UbiCOMP

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)

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NeurIPS 2018 (신경정보처리시스템학회)

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

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Neural Computation (신경계측 저널)

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

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OSDI 2018 (운영시스템의 설계와 실행 심포지엄)

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

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PACT 2018 (컴퓨터 병렬구조 및 컴파일 기술에 대한 국제학회)

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

NeurIPS 2018 Workshop: Systems for ML

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

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SIGGRAPH Asia 2018 / ACM Transactions on Graphics

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

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WSDM 2018 (웹 검색 및 데이터 마이닝 학회)

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

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WWW 2018 (World Wide Web)

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

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