KOASAS

Recent Items

• 1 A Stochastic Robust Adaptive Systems Level Approach to Stabilizing Large-Scale Uncertain Markovian Jump Linear Systems
  

  Han, SooJean; Kim, Minwoo; Choo, Ieun, 63rd IEEE Conference on Decision and Control, 2024-12-19

• 2 Efficient Replay Memory Architectures in Multi-Agent Reinforcement Learning for Traffic Congestion Control
  

  Chodhary, Mukul; Octavian, Kevin; Han, SooJean, International Conference on Intelligent Transportation Systems (ITSC), 2024-09-26

• 3 LI-TTA: Language Informed Test-Time Adaptation for Automatic Speech Recognition
  

  Eunseop Yoon; Hee Suk Yoon; John Harvill, Mark Hasegawa-Johnson; Yoo, Chang-Dong, 25th Interspeech Conference, 2024-09

• 4 Let's Go Real Talk: Spoken Dialogue Model for Face-to-Face Conversation
  

  Park, Se Jin; Kim, Chae Won; Rha, Hyeongseop; Kim, Minsu; Hong, Joanna; Yeo, Jeong Hun; Ro, Yong Man, The 62nd Annual Meeting of the Association for Computational Linguistics, pp.16334 - 16348, 2024-08-12

• 5 CoLLaVO: Crayon Large Language and Vision mOdel
  

  Lee, Byung-Kwan; Park, Beonchan; Kim, Chae Won; Ro, Yong Man, The 62nd Annual Meeting of the Association for Computational Linguistics, pp.1121 - 1138, 2024-08-12

• 6 TLCR: Token-Level Continuous Reward for Fine-grained Reinforcement Learning from Human Feedback
  

  Eunseop Yoon; Hee Suk Yoon; SooHwan Eom; Daniel Wontae Nam; Daejin Jo; Kyoung-Woon On; Mark A. Hasegawa-Johnson; Sungwoong Kim; Yoo, Chang-Dong, The 62nd Annual Meeting of the Association for Computational Linguistics, 2024-08

• 7 Achieving Lossless Gradient Sparsification via Mapping to Alternative Space in Federated Learning
  

  Kim, Do-Yeon; Han, Dong-Jun; Seo, Jun; Moon, Jaekyun, 41st International Conference on Machine Learning, ICML 2024, pp.23867 - 23900, 2024-07-24

• 8 SelMatch: Effectively Scaling Up Dataset Distillation via Selection-Based Initialization and Partial Updates by Trajectory Matching
  

  Lee, Yongmin; Chung, Hye Won, 41st International Conference on Machine Learning, ICML 2024, pp.26546 - 26567, 2024-07-23

• 9 BWS: Best Window Selection Based on Sample Scores for Data Pruning across Broad Ranges
  

  CHOI, HOYONG; Ki, Nohyun; Chung, Hye Won, 41st International Conference on Machine Learning, ICML 2024, pp.8672 - 8701, 2024-07-22

• 10 Local stability analysis and estimation of domains of attraction for discrete-time Takagi-Sugeno fuzzy systems via fuzzy-modeled membership functions
  

  Lee, Donghwan; Yara Q. Marinho; Ricardo C. L. F. Oliveira; Pedro L. D. Pere, IEEE ACC2024, 2024-07-10