Danica J. Sutherland

Latest

• Diffusion-Driven Two-Stage Active Learning for Low-Budget Semantic Segmentation
• 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
• A fast, well-founded approximation to the empirical neural tangent kernel
• How to Prepare Your Task Head for Finetuning
• Object Discovery via Contrastive Learning for Weakly Supervised Object Detection
• Making Look-Ahead Active Learning Strategies Feasible with Neural Tangent Kernels
• One Weird Trick to Improve Your Semi-Weakly Supervised Semantic Segmentation Model