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Sungbin Lim

  1. Tsallis Reinforcement Learning: A Unified Framework for Maximum Entropy Reinforcement Learning
    2019/01/31 by Kyungjae Lee, Lee, Kyungjae, Sungyub Kim +7 · 7 citations
    Computer Science · Neuroscience · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural dynamics and brain function #Reinforcement Learning in Robotics #stochastic dynamics and bifurcation
  2. Neural Stain-Style Transfer Learning using GAN for Histopathological Images
    2017/10/23 by Hyungjoo Cho, Cho, Hyungjoo, Sungbin Lim +5 · 7 citations
    Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging
  3. A Deep Reinforcement Learning Approach for Solving the Traveling Salesman Problem with Drone
    2021/12/22 by Aigerim Bogyrbayeva, Bogyrbayeva, Aigerim, Taehyun Yoon +9 · 6 citations
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Transportation and Mobility Innovations #Vehicle Routing Optimization Methods
  4. Uncertainty-Aware Learning from Demonstration using Mixture Density\n Networks with Sampling-Free Variance Modeling
    2017/09/03 by Sungjoon Choi, Choi, Sungjoon, Kyungjae Lee +5 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #Gene Regulatory Network Analysis #Machine Learning (cs.LG) #Robotics (cs.RO)
  5. torchgpipe: On-the-fly Pipeline Parallelism for Training Giant Models
    2020/04/21 by Chiheon Kim, Kim, Chiheon, Heungsub Lee +13 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Parallel #and Cluster Computing (cs.DC)
  6. An Lq(Lp)-theory for the time fractional evolution equations with variable coefficients
    2015/05/04 by Ildoo Kim, Kim, Ildoo, Kyeong-Hun Kim +3 · 2 citations
    Mathematics · #26A33 #35B65 #45D05 #45K05 #45N05 #Analysis of PDEs (math.AP) #Differential Equations and Numerical Methods #FOS: Mathematics #Fractional Differential Equations Solutions #Nonlinear Differential Equations Analysis #math.AP #msc:26A33 #msc:35B65 #msc:45D05 #msc:45K05 #msc:45N05
  7. A Sobolev Space theory for stochastic partial differential equations with time-fractional derivatives
    2016/05/06 by Ildoo Kim, Kim, Ildoo, Kyeong-Hun Kim +3 · 2 citations
    Decision Sciences · Mathematics · #35R11 #45K05 #60H15 #FOS: Mathematics #Fractional Differential Equations Solutions #Numerical methods in inverse problems #Probabilistic and Robust Engineering Design #Probability (math.PR)
  8. Optimal Algorithms for Stochastic Multi-Armed Bandits with Heavy Tailed\n Rewards
    2020/10/24 by Kyungjae Lee, Hongjun Yang, Lee, Kyungjae +5 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Search Problems #Reinforcement Learning in Robotics #Risk and Portfolio Optimization
  9. Stochastic Optimal Control for Diffusion Bridges in Function Spaces
    2024/05/31 by Byoungwoo Park, Park, Byoungwoo, Jungwon Choi +5 · 4 citations
    Decision Sciences · Engineering · #Concrete Corrosion and Durability #FOS: Computer and information sciences #Machine Learning (cs.LG) #Probabilistic and Robust Engineering Design #Structural Engineering and Vibration Analysis
  10. Asymptotic behaviors of fundamental solution and its derivatives related to space-time fractional differential equations
    2015/04/28 by Kyeong-Hun Kim, Sungbin Lim, Kim, Kyeong-Hun +1 · 3 citations
    Mathematics · #26A33 #35A08 #35R11 #45K05 #45M05 #Analysis of PDEs (math.AP) #Differential Equations and Numerical Methods #FOS: Mathematics #Fractional Differential Equations Solutions #Nonlinear Differential Equations Analysis #math.AP #msc:26A33 #msc:35A08 #msc:35R11 #msc:45K05 #msc:45M05
  11. CAST: Cross Attention based multimodal fusion of Structure and Text for materials property prediction
    2025/02/06 by Jaewan Lee, Lee, Jaewan, Chang-Young Park +7 · 3 citations
    Materials Science · #Machine Learning in Materials Science
  12. Bag of Tricks for In-Distribution Calibration of Pretrained Transformers
    2023/02/13 by Jaeyoung Kim, Dongbin Na, Kim, Jaeyoung +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
  13. Threshold-aware Learning to Generate Feasible Solutions for Mixed Integer Programs
    2023/08/01 by Taehyun Yoon, Yoon, Taehyun, Jinwon Choi +5 · 1 citation
    Decision Sciences · Computer Science · Engineering · #Scheduling and Timetabling Solutions #Machine Learning and Algorithms #Scheduling and Optimization Algorithms