← Learning Types
Machine Learning › Learning Types ›

Active Learning

1885 directly classified papers

Papers per year

Papers

Inconsistency-Based Data-Centric Active Open-Set Annotation AAAI 2024
Multi-Objective Bayesian Optimization with Active Preference Learning AAAI 2024
Density Matters: Improved Core-Set for Active Domain Adaptive Segmentation AAAI 2024
DISCount: Counting in Large Image Collections with Detector-Based Importance Sampling AAAI 2024
Demo: Enhancing Wildlife Acoustic Data Annotation Efficiency through Transfer and Active Learning IJCAI 2024
Human-in-the-Loop Visual Re-ID for Population Size Estimation ECCV 2024
Adaptive importance sampling for heavy-tailed distributions via $α$-divergence minimization AISTATS 2024
When to Show a Suggestion? Integrating Human Feedback in AI-Assisted Programming AAAI 2024
VideoCoT: A Video Chain-of-Thought Dataset with Active Annotation Tool ACL 2024
Sample-efficient Bayesian Optimisation Using Known Invariances NIPS 2024
Training-Free Neural Active Learning with Initialization-Robustness Guarantees ICML 2023
Internet Explorer: Targeted Representation Learning on the Open Web ICML 2023
Evidential Interactive Learning for Medical Image Captioning ICML 2023
TiDAL: Learning Training Dynamics for Active Learning ICCV 2023
Bandits with costly reward observations UAI 2023
Human-in-the-Loop Mixup UAI 2023
Pixel Is All You Need: Adversarial Trajectory-Ensemble Active Learning for Salient Object Detection AAAI 2023
Generative Flow Networks for Precise Reward-Oriented Active Learning on Graphs IJCAI 2023
Efficient Failure Pattern Identification of Predictive Algorithms UAI 2023
Knowledge-Aware Federated Active Learning with Non-IID Data ICCV 2023
Heavy-tailed linear bandit with Huber regression UAI 2023
Sample Efficient Paradigms for Personalized Assessment of Taskable AI Systems IJCAI 2023
Fixed-Budget Best-Arm Identification with Heterogeneous Reward Variances UAI 2023
Learning good interventions in causal graphs via covering UAI 2023
Learning to Defer with Limited Expert Predictions AAAI 2023