Learning Loss for Active Learning

9 May 2019

In So Kweon

Papers citing "Learning Loss for Active Learning"

50 / 305 papers shown

Title
Maturity-Aware Active Learning for Semantic Segmentation with Hierarchically-Adaptive Sample Assessment Amirsaeed Yazdani Xuelu Li V. Monga EDL 41 0 0 28 Aug 2023
Overcoming Overconfidence for Active Learning Yujin Hwang Won Jo Juyoung Hong Yukyung Choi 14 1 0 21 Aug 2023
GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning Jianqing Zhang Yang Hua Hao Wang Tao Song Zhengui Xue Ruhui Ma Jianyin Cao Haibing Guan 39 23 0 20 Aug 2023
Classification Committee for Active Deep Object Detection Lei Zhao Bo-wen Li Xingxing Wei 31 0 0 16 Aug 2023
Divide and Adapt: Active Domain Adaptation via Customized Learning Duojun Huang Jichang Li Weikai Chen Jun Steed Huang Z. Chai Guanbin Li 42 25 0 21 Jul 2023
UP-DP: Unsupervised Prompt Learning for Data Pre-Selection with Vision-Language Models Xin Li Sima Behpour T. Doan Wenbin He Liangke Gou Liu Ren VLM 50 3 0 20 Jul 2023
Confidence Estimation Using Unlabeled Data Chen Li Xiaoling Hu Chao Chen UQCV 23 9 0 19 Jul 2023
Monocular 3D Object Detection with LiDAR Guided Semi Supervised Active Learning A. Hekimoglu Michael Schmidt Alvaro Marcos-Ramiro 3DPC 33 10 0 17 Jul 2023
Active Learning for Object Detection with Non-Redundant Informative Sampling A. Hekimoglu A. Brucker A. Kayalı Michael Schmidt Alvaro Marcos-Ramiro 24 1 0 17 Jul 2023
KECOR: Kernel Coding Rate Maximization for Active 3D Object Detection Yadan Luo Zhuoxiao Chen Zhenying Fang Zheng-Wei Zhang Zi Huang Mahsa Baktashmotlagh 3DPC 20 13 0 16 Jul 2023
Exploiting Counter-Examples for Active Learning with Partial labels Fei Zhang Yunjie Ye Lei Feng Zhongwen Rao Jieming Zhu Marcus Kalander Chen Gong Jianye Hao Bo Han 33 0 0 14 Jul 2023
Active Learning for Video Classification with Frame Level Queries D. Goswami Shayok Chakraborty VLM 11 2 0 10 Jul 2023
URL: A Representation Learning Benchmark for Transferable Uncertainty Estimates Michael Kirchhof Bálint Mucsányi Seong Joon Oh Enkelejda Kasneci UQCV 374 13 0 07 Jul 2023
Active Class Selection for Few-Shot Class-Incremental Learning Christopher McClurg Ali Ayub Harsh Tyagi Sarah M. Rajtmajer Alan R. Wagner CLL 27 1 0 05 Jul 2023
REAL: A Representative Error-Driven Approach for Active Learning Cheng Chen Yong Wang Lizi Liao Yueguo Chen Xiaoyong Du 85 2 0 03 Jul 2023
Multi-Task Consistency for Active Learning A. Hekimoglu Philipp Friedrich Walter Zimmer Michael Schmidt Alvaro Marcos-Ramiro Alois C. Knoll VLM 10 10 0 21 Jun 2023
Re-Benchmarking Pool-Based Active Learning for Binary Classification Po-Yi Lu Chun-Liang Li Hsuan-Tien Lin 15 7 0 15 Jun 2023
NTKCPL: Active Learning on Top of Self-Supervised Model by Estimating True Coverage Ziting Wen Oscar Pizarro Stefan B. Williams 19 2 0 07 Jun 2023
Accelerating Batch Active Learning Using Continual Learning Techniques Arnav M. Das Gantavya Bhatt M. Bhalerao Vianne R. Gao Rui Yang J. Bilmes VLM CLL 35 10 0 10 May 2023
Spectral Transfer Guided Active Domain Adaptation For Thermal Imagery Berkcan Ustun Ahmet Kağan Kaya Ezgi Cakir Ayerden Fazil Altinel 26 3 0 14 Apr 2023
Towards Active Learning for Action Spotting in Association Football Videos Silvio Giancola A. Cioppa Julia Georgieva Johsan Billingham A. Serner Kerry Peek Guohao Li Marc Van Droogenbroeck 16 12 0 09 Apr 2023
MuRAL: Multi-Scale Region-based Active Learning for Object Detection Yi-Syuan Liou Tsung-Han Wu Jia-Fong Yeh Wen-Chin Chen Winston H. Hsu ObjD 19 0 0 29 Mar 2023
Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm Yichen Xie Han Lu Junchi Yan Xiaokang Yang Masayoshi Tomizuka Wei Zhan 43 30 0 25 Mar 2023
Box-Level Active Detection Mengyao Lyu Jundong Zhou Hui Chen Yijie Huang Dongdong Yu Yaqian Li Yandong Guo Yuchen Guo Liuyu Xiang Guiguang Ding VLM ObjD 34 15 0 23 Mar 2023
Active Semi-Supervised Learning by Exploring Per-Sample Uncertainty and Consistency Jae-Kwang Lim Jongkeun Na Nojun Kwak 40 1 0 15 Mar 2023
Acquisition Conditioned Oracle for Nongreedy Active Feature Acquisition M. Valancius M. Lennon Junier Oliva 26 0 0 27 Feb 2023
Continuous Learning for Android Malware Detection Yizheng Chen Zhoujie Ding David Wagner 39 32 0 08 Feb 2023
Leveraging Importance Weights in Subset Selection Gui Citovsky Giulia DeSalvo Sanjiv Kumar Srikumar Ramalingam Afshin Rostamizadeh Yunjuan Wang 40 3 0 28 Jan 2023
Navigating the Pitfalls of Active Learning Evaluation: A Systematic Framework for Meaningful Performance Assessment Carsten T. Lüth Till J. Bungert Lukas Klein Paul F. Jaeger 21 10 0 25 Jan 2023
Exploring Active 3D Object Detection from a Generalization Perspective Yadan Luo Zhuoxiao Chen Zijian Wang Xin Yu Zi Huang Mahsa Baktash 3DPC 37 27 0 23 Jan 2023
Active learning for medical image segmentation with stochastic batches Mélanie Gaillochet Christian Desrosiers H. Lombaert UQCV 33 20 0 18 Jan 2023
TAAL: Test-time Augmentation for Active Learning in Medical Image Segmentation Mélanie Gaillochet Christian Desrosiers H. Lombaert 19 11 0 16 Jan 2023
Active Learning Guided by Efficient Surrogate Learners Yunpyo An Suyeong Park K. Kim 19 1 0 07 Jan 2023
MoBYv2AL: Self-supervised Active Learning for Image Classification Razvan Caramalau Binod Bhattarai Danail Stoyanov Tae-Kyun Kim SSL 29 7 0 04 Jan 2023
Adversarial Virtual Exemplar Learning for Label-Frugal Satellite Image Change Detection H. Sahbi Sebastien Deschamps 23 0 0 28 Dec 2022
Towards Rapid Prototyping and Comparability in Active Learning for Deep Object Detection Tobias Riedlinger Marius Schubert Karsten Kahl Hanno Gottschalk Matthias Rottmann VLM ObjD 22 2 0 21 Dec 2022
Temporal Output Discrepancy for Loss Estimation-based Active Learning Siyu Huang Tianyang Wang Haoyi Xiong B. Wen Jun Huan Dejing Dou UQCV 14 6 0 20 Dec 2022
Pixel is All You Need: Adversarial Trajectory-Ensemble Active Learning for Salient Object Detection Zhenyu Wu Lin Wang Wen Wang Qing Xia Chenglizhao Chen Aimin Hao Shuo Li AAML 41 5 0 13 Dec 2022
Frugal Reinforcement-based Active Learning Sebastien Deschamps H. Sahbi 16 0 0 09 Dec 2022
MUS-CDB: Mixed Uncertainty Sampling with Class Distribution Balancing for Active Annotation in Aerial Object Detection Dong Liang Jingwei Zhang Ying-Peng Tang Sheng-Jun Huang 24 17 0 06 Dec 2022
Deep Active Learning for Multi-Label Classification of Remote Sensing Images Lars Möllenbrok Gencer Sumbul Begüm Demir 13 8 0 02 Dec 2022
An Empirical Study on the Efficacy of Deep Active Learning for Image Classification Yu Li Mu-Hwa Chen Yannan Liu Daojing He Qiang Xu 34 9 0 30 Nov 2022
A Visual Active Search Framework for Geospatial Exploration Anindya Sarkar Michael Lanier Scott Alfeld Jiarui Feng Roman Garnett Nathan Jacobs Yevgeniy Vorobeychik 42 7 0 28 Nov 2022
Deep Active Learning for Computer Vision: Past and Future Rinyoichi Takezoe Xu Liu Shunan Mao Marco Tianyu Chen Zhanpeng Feng Shiliang Zhang Xiaoyu Wang VLM 41 19 0 27 Nov 2022
Responsible Active Learning via Human-in-the-loop Peer Study Yu Cao Jingya Wang Baosheng Yu Dacheng Tao 25 0 0 24 Nov 2022
Knowledge-Aware Federated Active Learning with Non-IID Data Yu Cao Ye-ling Shi Baosheng Yu Jingya Wang Dacheng Tao FedML 21 17 0 24 Nov 2022
One Class One Click: Quasi Scene-level Weakly Supervised Point Cloud Semantic Segmentation with Active Learning Puzuo Wang W. Yao Jiejing Shao 33 17 0 23 Nov 2022
Plug and Play Active Learning for Object Detection Chenhongyi Yang Lichao Huang Elliot J. Crowley ObjD 25 16 0 21 Nov 2022
PartAL: Efficient Partial Active Learning in Multi-Task Visual Settings N. Durasov Nik Dorndorf Pascal Fua VLM 21 5 0 21 Nov 2022
Improved Adaptive Algorithm for Scalable Active Learning with Weak Labeler Yifang Chen Karthik Sankararaman A. Lazaric Matteo Pirotta Dmytro Karamshuk Qifan Wang Karishma Mandyam Sinong Wang Han Fang 15 2 0 04 Nov 2022