Taesup Kim
- A Deep Reinforcement Learning Chatbot
2017/09/07 by Iulian Vlad Serban, Iulian V. Serban, Serban, Iulian V. +37 · 1 voice · 11 citations
Computer Science · #Topic Modeling #Speech and dialogue systems #Mobile Crowdsensing and Crowdsourcing
- PixelDefend: Leveraging Generative Models to Understand and Defend against Adversarial Examples
2017/10/30 by Yang Song, Taesup Kim, Song, Yang +7 · 20 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Security and Verification in Computing
- Bayesian Model-Agnostic Meta-Learning
2018/06/11 by Taesup Kim, Jaesik Yoon, Kim, Taesup +9 · 15 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Edge-labeling Graph Neural Network for Few-shot Learning
2019/05/04 by Jongmin Kim, Kim, Jongmin, Taesup Kim +5 · 7 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Multimodal Machine Learning Applications
- A Deep Reinforcement Learning Chatbot (Short Version)
2018/01/20 by Iulian V. Serban, Chinnadhurai Sankar, Serban, Iulian V. +33 · 1 voice
#cs.CL #cs.AI #cs.LG #cs.NE #stat.ML
- Dynamic Layer Normalization for Adaptive Neural Acoustic Modeling in Speech Recognition
2017/07/19 by Taesup Kim, Inchul Song, Kim, Taesup +3 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing
- Missing Modality Prediction for Unpaired Multimodal Learning via Joint Embedding of Unimodal Models
2024/07/17 by Dong-Geun Kim, Taesup Kim, Kim, Donggeun +1 · 5 citations
Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Speech and dialogue systems
- Object-Centric World Model for Language-Guided Manipulation
2025/03/08 by Youngjoon Jeong, Jeong, Youngjoon, Junha Chun +5 · 5 citations
Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robot Manipulation and Learning #Robotics (cs.RO)
- "Well, Keep Thinking": Enhancing LLM Reasoning with Adaptive Injection Decoding
2025/03/13 by Hyunbin Jin, Jin, Hyunbin, Je Won Yeom +5 · 2 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Model-based Preference Optimization in Abstractive Summarization without Human Feedback
2024/09/27 by Jaepill Choi, Kyubyung Chae, Choi, Jaepill +7 · 1 citation
Computer Science · #Advanced Text Analysis Techniques #Semantic Web and Ontologies #Data Mining Algorithms and Applications
- Sparse Imagination for Efficient Visual World Model Planning
2025/06/02 by Junha Chun, Youngjoon Jeong, Chun, Junha +3 · 2 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Robotics and Sensor-Based Localization #Advanced Vision and Imaging
- ReCo: Reweighting GRPO Against Distributional Concentration
2026/07/29 by Junoh Park, Junseo Hwang, Wonguk Cho +1
Computer Science · #cs.LG #cs.AI