Forecasting Warping Deformation Using Multivariate Thermal Time Series and K-Nearest Neighbors in Fused Deposition Modeling Donghwan Song 1 , Adrian Matias Chung Baek 2 , Jageon Koo 2 , Moise Busogi 3 and Namhun Kim 2,* 1 Department of System Design and Control Engineering, Ulsan National Institute of...
제목: 손을 다루는 컴퓨터 비전 작업들을 위한 멀티모달 합성 데이터 생성 방법 저자: 이창화, 이선경, 김동욱, 정찬양, 백승렬 초록: 본 논문에서는 3D 메시 정보, RGB-D 손 자세 및 2D/3D 손/세그먼트 마스크를 포함하여 인간의 손과 관련된 다양한 컴퓨터 비전 작업에 사용할 수 있는 새로운 다중 모달 합성 벤치 마크를 제안 하였다. 생성된...
제목: 손 위치, 자세, 동작의 통합 심층 학습 저자: 김동욱, 이선경, 정찬양,이창화, 백승렬 초록: 본 논문에서는 사람의 손에 관한 개별적으로 분리되어 진행되고 있는 손 위치 추정, 손 자세 추정, 손 동작 인식 작업을 통합하는 Faster-RCNN기반의 프레임워크를 제안하였다. 제안된 프레임워크에 서는 RGB 동영상을 입력으로 하여, 먼저 손 위치에 대한 박스를 생성하고, 생성된...
Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction Anil Armagan, Guillermo Garcia-Hernando, Seungryul Baek, Shreyas Hampali, Mahdi Rad, Zhaohui Zhang, Shipeng Xie, MingXiu Chen, Boshen Zhang, Fu Xiong, Yang Xiao, Zhiguo Cao, Junsong Yuan, Pengfei Ren, Weiting Huang, Haifeng Sun, Marek Hrúz, Jakub Kanis, Zdeněk Krňoul, Qingfu Wan, Shile Li, Linlin Yang, Dongheui Lee, Angela Yao, Weiguo Zhou, Sijia Mei, Yunhui Liu, Adrian Spurr, Umar...
Maliciously Secure Matrix Multiplication with Applications to Private Deep Learning Hao Chen and Miran Kim and Ilya Razenshteyn and Dragos Rotaru and Yongsoo Song and Sameer Wagh Abstract: Computing on data in a manner that preserve the privacy is of growing importance. Multi-Party Computation (MPC) and Homomorphic Encryption (HE) are...
Title Look here! A parametric learning based approach to redirect visual attention Author Mejjati, Youssef Alami; Gomez, Celso F.; Kim, Kwang In; Shechtman, Eli; Bylinskii Z. Issue Date 2020-08-26 Publisher ECCV 2020 Citation European Conference on Computer Vision Abstract Across photography, marketing, and website design, being able to...
[ECCV 2020] Combining Task Predictors via Enhancing Joint Predictability Kwang In Kim1[0000 −0002 −6470 −4571], Christian Richardt2[0000 −0001 −6716 −9845], and Hyung Jin Chang3[0000 −0001 −7495 −9677] 1 UNIST, Korea 2 University of Bath, UK 3 University of Birmingham, UK Abstract. Predictor combination aims to improve a (target) predictor of a...
[Proceedings of Robotics: Science and Systems] [Corvalis, Oregon, USA, July 12-16, 2020] Generalized Tsallis Entropy Reinforcement Learning and Its Application to Soft Mobile Robots Kyungjae Lee (Seoul National University); Sungyub Kim (KAIST); Sungbin Lim (UNIST); Sungjoon Choi (Disney Research); Mineui Hong (Seoul National University); Jaein Kim (Seoul National University);...
[Advances in Neural Information Processing Systems 33 pre-proceedings] [34th Conference on Neural Information Processing Systems (NeurIPS 2020), Vancouver, Canada.] Optimal Algorithms for Stochastic Multi-Armed Bandits with Heavy Tailed Rewards Kyungjae Lee, Hongjun Yang, Sungbin Lim, Songhwai Oh In this paper, we consider stochastic multi-armed bandits (MABs) with heavy-tailed rewards, whose p-th moment is...
Domain Adaptive Imitation Learning with Visual Observation Sungho Choi, Seungyul Han, Woojun Kim, Jongseong Chae, Whiyoung Jung, Youngchul Sung In this paper, we consider domain-adaptive imitation learning with visual observation, where an agent in a target domain learns to perform a task by observing expert demonstrations in...
