← Keywords

active learning

1295 papers

Explore in graph

Also known as

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

Small-GAN: Speeding up GAN Training using Core-Sets ICML 2020
Learning Structured Representations of Entity Names using Active Learning and Weak Supervision EMNLP 2020
Active Learning for BERT: An Empirical Study EMNLP 2020
Active Local Learning COLT 2020
Querying to Find a Safe Policy under Uncertain Safety Constraints in Markov Decision Processes AAAI 2020
Sequential Mode Estimation with Oracle Queries AAAI 2020
SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup EMNLP 2020
Color Composition Similarity and Its Application in Fine-grained Similarity WACV 2020
Interactive Refinement of Cross-Lingual Word Embeddings EMNLP 2020
Stopping criterion for active learning based on deterministic generalization bounds AISTATS 2020
Learning the Valuations of a $k$-demand Agent ICML 2020
Active Preference-Based Gaussian Process Regression for Reward Learning RSS 2020
Optimal Best-arm Identification in Linear Bandits NIPS 2020
GPIRT: A Gaussian Process Model for Item Response Theory UAI 2020
Online Active Learning of Reject Option Classifiers AAAI 2020
Active Learning for Coreference Resolution using Discrete Annotation ACL 2020
Estimating decision tree learnability with polylogarithmic sample complexity NIPS 2020
Adversarial Sampling for Active Learning WACV 2020
Merging Weak and Active Supervision for Semantic Parsing AAAI 2020
Active Learning with Query Generation for Cost-Effective Text Classification AAAI 2020
Crowd-Assisted Disaster Scene Assessment with Human-AI Interactive Attention AAAI 2020
On Deep Unsupervised Active Learning IJCAI 2020
State-Relabeling Adversarial Active Learning CVPR 2020
High-contrast “gaudy” images improve the training of deep neural network models of visual cortex NIPS 2020
Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks COLING 2020