Active Learning

GFlowNet Foundations JMLR 2023 HAL3D: Hierarchical Active Learning for Fine-Grained 3D Part Labeling ICCV 2023 Heavy-tailed linear bandit with Huber regression UAI 2023 Heterogeneous Diversity Driven Active Learning for Multi-Object Tracking ICCV 2023 Hierarchical-Hyperplane Kernels for Actively Learning Gaussian Process Models of Nonstationary Systems AISTATS 2023 Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic Segmentation ICCV 2023 How Good Is the Model in Model-in-the-loop Event Coreference Resolution Annotation? ACL 2023 How to Select Which Active Learning Strategy is Best Suited for Your Specific Problem and Budget NeurIPS 2023 Human-in-the-loop Abstractive Dialogue Summarization ACL 2023 Human-in-the-Loop Mixup UAI 2023 Human-in-the-Loop Optimization for Deep Stimulus Encoding in Visual Prostheses NeurIPS 2023 Human-in-the-Loop Vehicle ReID AAAI 2023 Human-in-the-Loop Video Semantic Segmentation Auto-Annotation WACV 2023 Hybrid Active Learning via Deep Clustering for Video Action Detection CVPR 2023 Improved Active Multi-Task Representation Learning via Lasso ICML 2023 Improved Robust Algorithms for Learning with Discriminative Feature Feedback AISTATS 2023 Improving Classifier Robustness through Active Generative Counterfactual Data Augmentation EMNLP 2023 Improving Dialogue Discourse Parsing via Reply-to Structures of Addressee Recognition EMNLP 2023 Incentivizing Exploration with Linear Contexts and Combinatorial Actions ICML 2023 Inducing Point Allocation for Sparse Gaussian Processes in High-Throughput Bayesian Optimisation AISTATS 2023 infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-information ACL 2023 Interactive Concept Bottleneck Models AAAI 2023 Interactive Multi-fidelity Learning for Cost-effective Adaptation of Language Model with Sparse Human Supervision NeurIPS 2023 Internet Explorer: Targeted Representation Learning on the Open Web ICML 2023 Investigating Multi-source Active Learning for Natural Language Inference EACL 2023