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active learning

1295 papers

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ALR AL AL OR NULL

Co-occurring keywords

text classification (6776) semi-supervised learning (2331) uncertainty sampling (67) uncertainty quantification (1365) gaussian process (1198) online learning (1770) transfer learning (5442) label complexity (58) sample complexity (1158) bayesian inference (1904)

Papers

Teaching an Active Learner with Contrastive Examples NIPS 2021
Sequential Graph Convolutional Network for Active Learning CVPR 2021
Revisiting Model-Agnostic Private Learning: Faster Rates and Active Learning AISTATS 2021
Mean-Variance Analysis in Bayesian Optimization under Uncertainty AISTATS 2021
Semi-Supervised Active Learning for Semi-Supervised Models: Exploit Adversarial Examples With Graph-Based Virtual Labels ICCV 2021
ReDAL: Region-Based and Diversity-Aware Active Learning for Point Cloud Semantic Segmentation ICCV 2021
Active Learning for Lane Detection: A Knowledge Distillation Approach ICCV 2021
A Comparative Survey: Benchmarking for Pool-based Active Learning IJCAI 2021
TAILOR: Teaching with Active and Incremental Learning for Object Registration AAAI 2021
AI-Assisted Scientific Data Collection with Iterative Human Feedback AAAI 2021
Adaptive Teaching of Temporal Logic Formulas to Preference-based Learners AAAI 2021
Subsequence Based Deep Active Learning for Named Entity Recognition IJCNLP 2021
Semi-Supervised Active Learning With Temporal Output Discrepancy ICCV 2021
Accelerating Ecological Sciences from Above: Spatial Contrastive Learning for Remote Sensing AAAI 2021
Bridge-Based Active Domain Adaptation for Aspect Term Extraction IJCNLP 2021
Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates EACL 2021
Embodied Visual Active Learning for Semantic Segmentation AAAI 2021
Active Curriculum Learning IJCNLP 2021
On the Power of Localized Perceptron for Label-Optimal Learning of Halfspaces with Adversarial Noise ICML 2021
Budgeted Heterogeneous Treatment Effect Estimation ICML 2021
Active Learning of Continuous-time Bayesian Networks through Interventions ICML 2021
Interactive Label Cleaning with Example-based Explanations NIPS 2021
Learning with Labeling Induced Abstentions NIPS 2021
Neural Active Learning with Performance Guarantees NIPS 2021
SPADE: A Semi-supervised Probabilistic Approach for Detecting Errors in Tables IJCAI 2021