Active Learning

Reinforced Multi-Teacher Selection for Knowledge Distillation AAAI 2021 Reliable Estimates of Interpretable Cue Effects with Active Learning in Psycholinguistic Research Interspeech 2021 REM: Efficient Semi-Automated Real-Time Moderation of Online Forums ACL 2021 Revisiting Model-Agnostic Private Learning: Faster Rates and Active Learning AISTATS 2021 Revisiting Model-Agnostic Private Learning: Faster Rates and Active Learning JMLR 2021 Revisiting Superpixels for Active Learning in Semantic Segmentation With Realistic Annotation Costs CVPR 2021 RIM: Reliable Influence-based Active Learning on Graphs NeurIPS 2021 S3VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation ICCV 2021 Sample Complexity Bounds for Active Ranking from Multi-wise Comparisons NeurIPS 2021 Sample Elicitation AISTATS 2021 SEAL: Self-supervised Embodied Active Learning using Exploration and 3D Consistency NeurIPS 2021 Selecting Informative Contexts Improves Language Model Fine-tuning ACL 2021 Semi-Supervised Active Learning for Semi-Supervised Models: Exploit Adversarial Examples With Graph-Based Virtual Labels ICCV 2021 Semi-Supervised Active Learning With Temporal Output Discrepancy ICCV 2021 Semi-Supervised Learning via Triplet Network Based Active Learning (Student Abstract) AAAI 2021 Sequential Graph Convolutional Network for Active Learning CVPR 2021 SIMILAR: Submodular Information Measures Based Active Learning In Realistic Scenarios NeurIPS 2021 Simple and Fast Algorithms for Interactive Machine Learning with Random Counter-examples JMLR 2021 Speaker Diarization as a Fully Online Bandit Learning Problem in MiniVox ACML 2021 Subsequence Based Deep Active Learning for Named Entity Recognition ACL 2021 Supporting Land Reuse of Former Open Pit Mining Sites using Text Classification and Active Learning ACL 2021 Tackling Fake News Detection by Interactively Learning Representations using Graph Neural Networks ACL 2021 TAILOR: Teaching with Active and Incremental Learning for Object Registration AAAI 2021 Task-Aware Variational Adversarial Active Learning CVPR 2021 Teaching Active Human Learners AAAI 2021