{"total":15,"rows":[{"id":"2405.00334","title":"A Survey on Deep Active Learning: Recent Advances and New Frontiers","created":"2024-05-01","cited_by_count":54,"area":null},{"id":"2305.14691","title":"Label-Efficient Learning in Agriculture: A Comprehensive Review","created":"2023-05-24","cited_by_count":16,"area":null},{"id":"2307.04526","title":"Self-Expanding Neural Networks","created":"2023-07-10","cited_by_count":14,"area":null},{"id":"2304.05405","title":"Efficient Automation of Neural Network Design: A Survey on Differentiable Neural Architecture Search","created":"2023-04-11","cited_by_count":5,"area":null},{"id":"2306.05734","title":"DP-HyPO: An Adaptive Private Hyperparameter Optimization Framework","created":"2023-06-09","cited_by_count":4,"area":null},{"id":"2211.06759","title":"Integrating Transformer and Autoencoder Techniques with Spectral Graph Algorithms for the Prediction of Scarcely Labeled Molecular Data","created":"2022-11-12","cited_by_count":2,"area":null},{"id":"2307.05587","title":"Active Learning for Video Classification with Frame Level Queries","created":"2023-07-10","cited_by_count":2,"area":null},{"id":"2501.14997","title":"Causal Discovery via Bayesian Optimization","created":"2025-01-25","cited_by_count":1,"area":null},{"id":"2306.02808","title":"Deep Active Learning with Structured Neural Depth Search","created":"2023-06-05","cited_by_count":0,"area":null},{"id":"2308.08504","title":"ResBuilder: Automated Learning of Depth with Residual Structures","created":"2023-08-16","cited_by_count":0,"area":null},{"id":"2308.08666","title":"BREATHE: Second-Order Gradients and Heteroscedastic Emulation based Design Space Exploration","created":"2023-08-16","cited_by_count":0,"area":null},{"id":"2503.07506","title":"ADROIT: A Self-Supervised Framework for Learning Robust Representations for Active Learning","created":"2025-03-10","cited_by_count":0,"area":null},{"id":"2602.19578","title":"Goal-Oriented Influence-Maximizing Data Acquisition for Learning and Optimization","created":"2026-02-23","cited_by_count":0,"area":null},{"id":"2602.19789","title":"Position: Stop Preaching and Start Practising Data Frugality for Responsible Development of AI","created":"2026-02-23","cited_by_count":0,"area":null},{"id":"2605.14689","title":"Are Candidate Models Really Needed for Active Learning?","created":"2026-05-14","cited_by_count":0,"area":null}],"next_cursor":null}