Towards Free Data Selection with General-Purpose Models

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Towards Free Data Selection with General-Purpose Models

Neural Information Processing Systems (NeurIPS), 2023

29 September 2023

Alessandro Mutti

Mingyu Ding

Patrizia Semeraro

Wei Zhan

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Papers citing "Towards Free Data Selection with General-Purpose Models"

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Title
Foundation Model Insights and a Multi-Model Approach for Superior Fine-Grained One-shot Subset Selection Zhijing Wan Zhixiang Wang Zheng Wang Xin Xu Shiníchi Satoh 209 1 0 17 Jun 2025
Class Balance Matters to Active Class-Incremental LearningACM Multimedia (MM), 2024 Zitong Huang Zhaoyu Chen Yuanze Li Bowen Dong Erjin Zhou Y. Liu Rick Siow Mong Goh Chun-Mei Feng W. Zuo CLL 308 3 0 09 Dec 2024
Active Learning for Vision-Language ModelsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Bardia Safaei Vishal M. Patel VLM 244 10 0 29 Oct 2024
ActiveAD: Planning-Oriented Active Learning for End-to-End Autonomous Driving Han Lu Xiaosong Jia Yichen Xie Wenlong Liao Yunbo Wang Junchi Yan 230 19 0 05 Mar 2024
ActiveDC: Distribution Calibration for Active FinetuningComputer Vision and Pattern Recognition (CVPR), 2023 Wenshuai Xu Zhenhui Hu Yu Lu Jinzhou Meng Qingjie Liu Yunhong Wang 248 3 0 13 Nov 2023
A comprehensive survey on deep active learning in medical image analysis Haoran Wang Q. Jin Shiman Li Siyu Liu Manning Wang Zhijian Song VLM 314 66 0 22 Oct 2023
Contextual Diversity for Active LearningEuropean Conference on Computer Vision (ECCV), 2020 Sharat Agarwal H. Arora Saket Anand Chetan Arora 361 209 0 13 Aug 2020