Streaming Active Learning with Deep Neural Networks

Streaming Active Learning with Deep Neural Networks

5 March 2023

Safoora Yousefi

A. Krishnamurthy

Papers citing "Streaming Active Learning with Deep Neural Networks"

14 / 14 papers shown

Title
From Uncertainty to Clarity: Uncertainty-Guided Class-Incremental Learning for Limited Biomedical Samples via Semantic Expansion Yifei Yao Hanrong Zhang 47 1 0 12 Sep 2024
Sparse Uncertainty-Informed Sampling from Federated Streaming Data Manuel Röder Frank-Michael Schleif FedML 42 1 0 30 Aug 2024
Weakly Supervised Test-Time Domain Adaptation for Object Detection Anh-Dzung Doan Bach Long Nguyen Terry Lim M. Jayawardhana Surabhi Gupta Christophe Guettier Ian Reid Markus Wagner Tat-Jun Chin TTA 31 0 0 08 Jul 2024
Generative Active Learning for Long-tailed Instance Segmentation Muzhi Zhu Chengxiang Fan Hao Chen Y. Liu Weian Mao Xiaogang Xu Chunhua Shen 50 5 0 04 Jun 2024
Exploring Human-in-the-Loop Test-Time Adaptation by Synergizing Active Learning and Model Selection Yushu Li Yongyi Su Xulei Yang Kui Jia Xun Xu TTA 33 0 0 29 May 2024
Neural Active Learning Meets the Partial Monitoring Framework M. Heuillet Ola Ahmad Audrey Durand 43 0 0 14 May 2024
Active Test-Time Adaptation: Theoretical Analyses and An Algorithm Shurui Gui Xiner Li Shuiwang Ji TTA 61 11 0 07 Apr 2024
Active Label Correction for Semantic Segmentation with Foundation Models Hoyoung Kim S. Hwang Suha Kwak Jungseul Ok VLM 40 1 0 16 Mar 2024
Few Clicks Suffice: Active Test-Time Adaptation for Semantic Segmentation Longhui Yuan Shuangliang Li Zhuo He Binhui Xie TTA VLM 50 1 0 04 Dec 2023
Learning to Rank for Active Learning via Multi-Task Bilevel Optimization Zixin Ding Si-An Chen Ruoxi Jia Yuxin Chen 37 1 0 25 Oct 2023
Active learning for data streams: a survey Davide Cacciarelli M. Kulahci 28 40 0 17 Feb 2023
Improved Algorithms for Neural Active Learning Yikun Ban Yuheng Zhang Hanghang Tong A. Banerjee Jingrui He AI4TS 41 11 0 02 Oct 2022
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,217 0 01 Sep 2014
Determinantal point processes for machine learning Alex Kulesza B. Taskar 176 1,123 0 25 Jul 2012