{"total":15,"rows":[{"id":"2101.11517","title":"Investigating Bi-Level Optimization for Learning and Vision from a Unified Perspective: A Survey and Beyond","created":"2021-01-27","cited_by_count":153,"area":null},{"id":"2204.08499","title":"DeepCore: A Comprehensive Library for Coreset Selection in Deep Learning","created":"2022-04-18","cited_by_count":147,"area":null},{"id":"2203.09410","title":"A Framework and Benchmark for Deep Batch Active Learning for Regression","created":"2022-03-17","cited_by_count":49,"area":null},{"id":"2206.12569","title":"Making Look-Ahead Active Learning Strategies Feasible with Neural Tangent Kernels","created":"2022-06-25","cited_by_count":25,"area":null},{"id":"2306.09910","title":"LabelBench: A Comprehensive Framework for Benchmarking Adaptive Label-Efficient Learning","created":"2023-06-16","cited_by_count":20,"area":null},{"id":"2109.12534","title":"Data Summarization via Bilevel Optimization","created":"2021-09-26","cited_by_count":8,"area":null},{"id":"2201.04768","title":"On Sampling Collaborative Filtering Datasets","created":"2022-01-13","cited_by_count":8,"area":null},{"id":"2209.01858","title":"Consistency-Based Semi-supervised Evidential Active Learning for Diagnostic Radiograph Classification","created":"2022-09-05","cited_by_count":7,"area":null},{"id":"2406.05677","title":"Evolution-aware VAriance (EVA) Coreset Selection for Medical Image Classification","created":"2024-06-09","cited_by_count":7,"area":null},{"id":"2211.00928","title":"Neural Active Learning on Heteroskedastic Distributions","created":"2022-11-02","cited_by_count":5,"area":null},{"id":"2211.02377","title":"Black-box Coreset Variational Inference","created":"2022-11-04","cited_by_count":4,"area":null},{"id":"2410.13743","title":"Single-Timescale Multi-Sequence Stochastic Approximation Without Fixed Point Smoothness: Theories and Applications","created":"2024-10-17","cited_by_count":4,"area":null},{"id":"2306.04099","title":"NTKCPL: Active Learning on Top of Self-Supervised Model by Estimating True Coverage","created":"2023-06-07","cited_by_count":3,"area":null},{"id":"2310.09983","title":"Farzi Data: Autoregressive Data Distillation","created":"2023-10-15","cited_by_count":3,"area":null},{"id":"2310.17044","title":"Learning to Rank for Active Learning via Multi-Task Bilevel Optimization","created":"2023-10-25","cited_by_count":3,"area":null}],"next_cursor":null}