Active Learning

Iterative Teaching by Data Hallucination AISTATS 2023 JAWS-X: Addressing Efficiency Bottlenecks of Conformal Prediction Under Standard and Feedback Covariate Shift ICML 2023 KECOR: Kernel Coding Rate Maximization for Active 3D Object Detection ICCV 2023 Knowledge Acquisition for Human-In-The-Loop Image Captioning AISTATS 2023 Knowledge-Aware Federated Active Learning with Non-IID Data ICCV 2023 LABERT: A Combination of Local Aggregation and Self-Supervised Speech Representation Learning for Detecting Informative Hidden Units in Low-Resource ASR Systems Interspeech 2023 Learning Generalizable Batch Active Learning Strategies via Deep Q-networks (Student Abstract) AAAI 2023 Learning good interventions in causal graphs via covering UAI 2023 Learning Incoherent Light Emission Steering From Metasurfaces Using Generative Models WACV 2023 Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback ACL 2023 Learning to Defer with Limited Expert Predictions AAAI 2023 Learning When to Advise Human Decision Makers IJCAI 2023 Learning While Scheduling in Multi-Server Systems With Unknown Statistics: MaxWeight with Discounted UCB AISTATS 2023 Lending Interaction Wings to Recommender Systems with Conversational Agents NeurIPS 2023 Leveraging Active Learning to Minimise SRL Annotation Across Corpora ACL 2023 Leveraging Importance Weights in Subset Selection ICLR 2023 LLMaAA: Making Large Language Models as Active Annotators EMNLP 2023 Local Context-Aware Active Domain Adaptation ICCV 2023 Making Your First Choice: To Address Cold Start Problem in Medical Active Learning MIDL 2023 Margin-based sampling in high dimensions: When being active is less efficient than staying passive ICML 2023 Marich: A Query-efficient Distributionally Equivalent Model Extraction Attack NeurIPS 2023 MCAL: Minimum Cost Human-Machine Active Labeling ICLR 2023 MEAL: Stable and Active Learning for Few-Shot Prompting EMNLP 2023 Memory-Based Dual Gaussian Processes for Sequential Learning ICML 2023 MHPL: Minimum Happy Points Learning for Active Source Free Domain Adaptation CVPR 2023