Wonho Bae

Latest

• Random Is Hard to Beat: Active Selection in Online DPO with Modern LLMs
• Vicinity-Guided Discriminative Latent Diffusion for Privacy-Preserving Domain Adaptation
• Diffusion-Driven Two-Stage Active Learning for Low-Budget Semantic Segmentation
• SteeringTTA: Guiding Diffusion Trajectories for Robust Test-Time-Adaptation
• Uncertainty Herding: One Active Learning Method for All Label Budgets
• Exploring Active Learning in Meta-Learning: Enhancing Context Set Labeling
• Generalized Coverage for More Robust Low-Budget Active Learning
• What Has Been Overlooked in Contrastive Source-Free Domain Adaptation: Leveraging Source-Informed Latent Augmentation within Neighborhood Context
• A fast, well-founded approximation to the empirical neural tangent kernel
• Meta Temporal Point Processes
• How to Prepare Your Task Head for Finetuning
• Making Look-Ahead Active Learning Strategies Feasible with Neural Tangent Kernels
• Object Discovery via Contrastive Learning for Weakly Supervised Object Detection
• One Weird Trick to Improve Your Semi-Weakly Supervised Semantic Segmentation Model
• Prediction of the mortality risk in peritoneal dialysis patients using machine learning models: a nation-wide prospective cohort in Korea
• Rethinking class activation mapping for weakly supervised object localization
• Better to follow, follow to be better: Towards precise supervision of feature super-resolution for small object detection