Juhan Bae
Korea Telecom (South Korea)(KR)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Neural Networks and Applications, Stochastic Gradient Optimization Techniques, Advanced Neural Network Applications, Machine Learning and Algorithms
Most-Cited Works
- → Learnable Pooling Methods for Video Classification(2019)14 cited
- → If Influence Functions are the Answer, Then What is the Question?(2022)12 cited
- → Eigenvalue Corrected Noisy Natural Gradient(2018)11 cited
- → Delta-STN: Efficient Bilevel Optimization for Neural Networks using Structured Response Jacobians(2020)9 cited
- → Using Large Language Models for Hyperparameter Optimization(2023)7 cited
- → Analyzing Monotonic Linear Interpolation in Neural Network Loss Landscapes(2021)7 cited
- → Semi-online video stabilization using probabilistic keyframe update and inter-keyframe motion smoothing(2014)6 cited
- → Benchmarking Neural Network Training Algorithms(2023)6 cited
- → What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence Functions(2024)4 cited
- → Multi-Rate VAE: Train Once, Get the Full Rate-Distortion Curve(2022)3 cited