Learning Loss for Active Learning

9 May 2019

In So Kweon

Papers citing "Learning Loss for Active Learning"

50 / 305 papers shown

Title
Uncertainty Quantification Metrics for Deep Regression Simon Kristoffersson Lind Ziliang Xiong Per-Erik Forssén Volker Kruger UQCV 27 3 0 07 May 2024
Uncertainty for Active Learning on Graphs Dominik Fuchsgruber Tom Wollschlager Bertrand Charpentier Antonio Oroz Stephan Günnemann 46 10 0 02 May 2024
Predictive Accuracy-Based Active Learning for Medical Image Segmentation Jun Shi Shulan Ruan Ziqi Zhu Minfan Zhao Hong An Ambuj Tewari Bing Yan UQCV EDL 19 2 0 01 May 2024
A Survey on Deep Active Learning: Recent Advances and New Frontiers Dongyuan Li Zhen Wang Yankai Chen Renhe Jiang Weiping Ding Manabu Okumura 44 20 0 01 May 2024
Neural Active Learning Beyond Bandits Yikun Ban Ishika Agarwal Ziwei Wu Yada Zhu Kommy Weldemariam Hanghang Tong Jingrui He 35 5 0 18 Apr 2024
Camera clustering for scalable stream-based active distillation Dani Manjah Davide Cacciarelli Christophe De Vleeschouwer Benoit Macq 47 1 0 16 Apr 2024
AnchorAL: Computationally Efficient Active Learning for Large and Imbalanced Datasets Pietro Lesci Andreas Vlachos 35 2 0 08 Apr 2024
Active learning for efficient annotation in precision agriculture: a use-case on crop-weed semantic segmentation Bart M. van Marrewijk Charbel Dandjinou D. Rustia Nicolas Franco Gonzalez Boubacar Diallo Jérôme Dias P. Melki Pieter M. Blok 18 3 0 03 Apr 2024
Survey of Computerized Adaptive Testing: A Machine Learning Perspective Qi Liu Zhuang Yan Haoyang Bi Zhenya Huang Weizhe Huang ... Z. Pardos Haiping Ma Mengxiao Zhu Shijin Wang Enhong Chen AI4Ed 49 9 0 31 Mar 2024
ADs: Active Data-sharing for Data Quality Assurance in Advanced Manufacturing Systems Yue Zhao Yuxuan Li Chenang Liu Yinan Wang 22 0 0 31 Mar 2024
Deep Active Learning: A Reality Check Edrina Gashi Jiankang Deng Ismail Elezi HAI 38 1 0 21 Mar 2024
ActiveAD: Planning-Oriented Active Learning for End-to-End Autonomous Driving Han Lu Xiaosong Jia Yichen Xie Wenlong Liao Xiaokang Yang Junchi Yan 40 13 0 05 Mar 2024
Feature Alignment: Rethinking Efficient Active Learning via Proxy in the Context of Pre-trained Models Ziting Wen Oscar Pizarro Stefan B. Williams 31 0 0 02 Mar 2024
Benchmarking Uncertainty Disentanglement: Specialized Uncertainties for Specialized Tasks Bálint Mucsányi Michael Kirchhof Seong Joon Oh UQCV BDL OODD 431 20 1 29 Feb 2024
Pretrained Visual Uncertainties Michael Kirchhof Mark Collier Seong Joon Oh Enkelejda Kasneci UQCV 410 8 1 26 Feb 2024
Semi-supervised Open-World Object Detection Sahal Shaji Mullappilly Abhishek Singh Gehlot Rao Muhammad Anwer Fahad Shahbaz Khan Hisham Cholakkal 40 4 0 25 Feb 2024
Bidirectional Uncertainty-Based Active Learning for Open Set Annotation Chen-Chen Zong Ye-Wen Wang Kun-Peng Ning Hai-Bo Ye Sheng-Jun Huang EDL 26 3 0 23 Feb 2024
Computer Vision for Primate Behavior Analysis in the Wild Richard Vogg Timo Lüddecke Jonathan Henrich Sharmita Dey Matthias Nuske ... Alexander Gail Stefan Treue H. Scherberger F. Worgotter Alexander S. Ecker 35 3 0 29 Jan 2024
Querying Easily Flip-flopped Samples for Deep Active Learning S. Cho G. Kim Junghyun Lee Jinwoo Shin Chang D. Yoo 26 6 0 18 Jan 2024
VeCAF: Vision-language Collaborative Active Finetuning with Training Objective Awareness Rongyu Zhang Zefan Cai Huanrui Yang Zidong Liu Denis A. Gudovskiy ... Kurt Keutzer Baobao Chang Yuan Du Li Du Shanghang Zhang VLM 35 1 0 15 Jan 2024
Compute-Efficient Active Learning Gábor Németh Tamás Matuszka 34 1 0 15 Jan 2024
Zero-shot Active Learning Using Self Supervised Learning Abhishek Sinha Shreya Singh 23 1 0 03 Jan 2024
Reinforcement-based Display-size Selection for Frugal Satellite Image Change Detection H. Sahbi 29 0 0 28 Dec 2023
DeLR: Active Learning for Detection with Decoupled Localization and Recognition Query Yuhang Zhang Yuang Deng Xiaopeng Zhang Jie Li Robert C. Qiu Qi Tian ObjD 55 0 0 28 Dec 2023
A Self Supervised StyleGAN for Image Annotation and Classification with Extremely Limited Labels Dana Cohen Hochberg H. Greenspan Raja Giryes 29 11 0 26 Dec 2023
On the Convergence of Loss and Uncertainty-based Active Learning Algorithms Daniel Haimovich Dima Karamshuk Fridolin Linder Niek Tax Milan Vojnovic 26 0 0 21 Dec 2023
Benchmarking of Query Strategies: Towards Future Deep Active Learning Shiryu Ueno Yusei Yamada Shunsuke Nakatsuka Kunihito Kato FedML 11 2 0 10 Dec 2023
Transferable Candidate Proposal with Bounded Uncertainty Kyeongryeol Go Kye-Hyeon Kim 31 0 0 07 Dec 2023
Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts Jiayi Chen Benteng Ma Hengfei Cui Yong-quan Xia OOD FedML 29 12 0 05 Dec 2023
Federated Active Learning for Target Domain Generalisation Razvan Caramalau Binod Bhattarai Danail Stoyanov OOD FedML 32 1 0 04 Dec 2023
One-bit Supervision for Image Classification: Problem, Solution, and Beyond Hengtong Hu Lingxi Xie Xinyue Huo Richang Hong Qi Tian SSL 31 2 0 26 Nov 2023
Online Continual Knowledge Learning for Language Models Yuhao Wu Tongjun Shi Karthick Sharma Chun Seah Shuhao Zhang CLL KELM 28 4 0 16 Nov 2023
ActiveDC: Distribution Calibration for Active Finetuning Wenshuai Xu Zhenhui Hu Yu Lu Jinzhou Meng Qingjie Liu Yunhong Wang 26 1 0 13 Nov 2023
OpenForest: A data catalogue for machine learning in forest monitoring Arthur Ouaknine T. Kattenborn Etienne Laliberté David Rolnick 51 5 0 01 Nov 2023
Learning to Rank for Active Learning via Multi-Task Bilevel Optimization Zixin Ding Si-An Chen Ruoxi Jia Yuxin Chen 35 1 0 25 Oct 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 46 22 0 22 Oct 2023
Towards Open World Active Learning for 3D Object Detection Zhuoxiao Chen Yadan Luo Zixin Wang Zijian Wang Xin Yu Zi Huang 32 0 0 16 Oct 2023
Automated Detection of Cat Facial Landmarks G.A. Martvel I. Shimshoni Anna Zamansky CVBM 24 13 0 15 Oct 2023
A Partially Supervised Reinforcement Learning Framework for Visual Active Search Anindya Sarkar Nathan Jacobs Yevgeniy Vorobeychik 35 2 0 15 Oct 2023
BaSAL: Size-Balanced Warm Start Active Learning for LiDAR Semantic Segmentation Jiarong Wei Yancong Lin Holger Caesar 22 4 0 12 Oct 2023
Beyond Labeling Oracles: What does it mean to steal ML models? Avital Shafran Ilia Shumailov Murat A. Erdogdu Nicolas Papernot AAML 29 4 0 03 Oct 2023
Towards Free Data Selection with General-Purpose Models Alessandro Mutti Mingyu Ding Patrizia Semeraro Wei Zhan 37 9 0 29 Sep 2023
Two-Step Active Learning for Instance Segmentation with Uncertainty and Diversity Sampling Ke Yu Yuanmin Tang Giulia DeSalvo Suraj Kothawade Abdullah Rashwan S. Tavakkol Kayhan Batmanghelich Xiaoqi Yin ISeg 21 0 0 28 Sep 2023
Frugal Satellite Image Change Detection with Deep-Net Inversion H. Sahbi Sebastien Deschamps 29 0 0 26 Sep 2023
Active Learning for Fine-Grained Sketch-Based Image Retrieval Himanshu Thakur Soumitri Chattopadhyay 40 2 0 15 Sep 2023
ALWOD: Active Learning for Weakly-Supervised Object Detection Yuting Wang Velibor Ilic Jiatong Li B. Kisačanin Vladimir Pavlovic 28 8 0 14 Sep 2023
Stream-based Active Learning by Exploiting Temporal Properties in Perception with Temporal Predicted Loss Sebastian Schmidt Stephan Günnemann 17 7 0 11 Sep 2023
Learning Objective-Specific Active Learning Strategies with Attentive Neural Processes Tim Bakker H. V. Hoof Max Welling 37 2 0 11 Sep 2023
Optimal Sample Selection Through Uncertainty Estimation and Its Application in Deep Learning Yong Lin Chen Liu Chen Ye Qing Lian Yuan Yao Tong Zhang 27 4 0 05 Sep 2023
On the Query Strategies for Efficient Online Active Distillation Michele Boldo Enrico Martini Mirco De Marchi Stefano Aldegheri Nicola Bombieri 32 1 0 04 Sep 2023