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Active Learning

1885 directly classified papers

Papers per year

Papers

Learning to Plan Variable Length Sequences of Actions with a Cascading Bandit Click Model of User Feedback AISTATS 2022
Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-set Active Learning NIPS 2022
ORIENT: Submodular Mutual Information Measures for Data Subset Selection under Distribution Shift NIPS 2022
Near-Optimal Task Selection for Meta-Learning with Mutual Information and Online Variational Bayesian Unlearning AISTATS 2022
COMET-QE and Active Learning for Low-Resource Machine Translation EMNLP 2022
Active Learning with Safety Constraints NIPS 2022
Active Learning Helps Pretrained Models Learn the Intended Task NIPS 2022
You Only Look at One: Category-Level Object Representations for Pose Estimation From a Single Example CORL 2022
Universal Rates for Interactive Learning NIPS 2022
GEQCA: Generic Qualitative Constraint Acquisition AAAI 2022
Active Learning Polynomial Threshold Functions NIPS 2022
Are all Frames Equal? Active Sparse Labeling for Video Action Detection NIPS 2022
Active Labeling: Streaming Stochastic Gradients NIPS 2022
Improved Algorithms for Neural Active Learning NIPS 2022
Few-Shot Continual Active Learning by a Robot NIPS 2022
Active Learning for Improved Semi-Supervised Semantic Segmentation in Satellite Images WACV 2022
Class-Balanced Active Learning for Image Classification WACV 2022
Bayesian Uncertainty and Expected Gradient Length - Regression: Two Sides of the Same Coin? WACV 2022
MedSelect: Selective Labeling for Medical Image Classification Using Meta-Learning MIDL 2022
Diversified Sampling for Batched Bayesian Optimization with Determinantal Point Processes AISTATS 2022
Active Learning for Abstractive Text Summarization EMNLP 2022
Semi-supervised Active Linear Regression NIPS 2022
Sound and Complete Causal Identification with Latent Variables Given Local Background Knowledge NIPS 2022
A Murder and Protests, the Capitol Riot, and the Chauvin Trial: Estimating Disparate News Media Stance IJCAI 2022
ECONet: Efficient Convolutional Online Likelihood Network for Scribble-based Interactive Segmentation MIDL 2022