conftrace_

batch sampling

14 papers

Explore in graph

Co-occurring keywords

active learning (1301) uncertainty sampling (69) neural network (6616) batch active learning (14) bayesian optimization (624) gaussian process (1200) metric learning (1190) representation learning (6206) out-of-domain datum (13) sentence classification (123)

Papers

Active Learning Guided by Efficient Surrogate Learners AAAI 2024
Active Batch Sampling for Multi-Label Classification With Binary User Feedback WACV 2024
Domain-Weighted Batch Sampling for Neural Dependency Parsing COLING 2024
Global Selection of Contrastive Batches via Optimization on Sample Permutations ICML 2023
Streaming Active Learning with Deep Neural Networks ICML 2023
TokenDrop + BucketSampler: Towards Efficient Padding-free Fine-tuning of Language Models EMNLP 2023
Beam Search Optimized Batch Bayesian Active Learning AAAI 2023
Meta Agent Teaming Active Learning for Pose Estimation CVPR 2022
Active Learning by Feature Mixing CVPR 2022
Active Learning on Pre-trained Language Model with Task-Independent Triplet Loss AAAI 2022
Diversified Sampling for Batched Bayesian Optimization with Determinantal Point Processes AISTATS 2022
Diversity-Guided Multi-Objective Bayesian Optimization With Batch Evaluations NIPS 2020
Batch Decorrelation for Active Metric Learning IJCAI 2020
Deep Metric Learning to Rank CVPR 2019