Sequential Graph Convolutional Network for Active Learning

18 June 2020

Papers citing "Sequential Graph Convolutional Network for Active Learning"

50 / 57 papers shown

Title
HeAL3D: Heuristical-enhanced Active Learning for 3D Object Detection Esteban Rivera Surya Prabhakaran Markus Lienkamp VLM 174 0 0 01 May 2025
Joint Out-of-Distribution Filtering and Data Discovery Active Learning Sebastian Schmidt Leonard Schenk Leo Schwinn Stephan Günnemann 71 1 0 04 Mar 2025
Towards Comparable Active Learning Thorben Werner Johannes Burchert Lars Schmidt-Thieme 81 0 0 24 Feb 2025
Image Classification with Deep Reinforcement Active Learning Mingyuan Jiu Xuguang Song H. Sahbi Shupan Li Yan Chen Wei Guo Lihua Guo Mingliang Xu VLM 29 0 0 31 Dec 2024
Enhancing Modality Representation and Alignment for Multimodal Cold-start Active Learning Meng Shen Yake Wei Jianxiong Yin D. Rajan D. Hu Simon See 81 0 0 12 Dec 2024
Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation Arvind Murari Vepa Zukang Yang Andrew Choi Jungseock Joo Fabien Scalzo Yizhou Sun 3DPC 81 1 0 24 Nov 2024
Active Learning for Vision-Language Models Bardia Safaei Vishal M. Patel VLM 47 2 0 29 Oct 2024
Deep Active Learning with Manifold-preserving Trajectory Sampling Yingrui Ji Vijaya Sindhoori Kaza Nishanth Artham Tianyang Wang 34 1 0 21 Oct 2024
SAFLEX: Self-Adaptive Augmentation via Feature Label Extrapolation Mucong Ding Bang An Yuancheng Xu Anirudh Satheesh Furong Huang 27 1 0 03 Oct 2024
Differentially Private Active Learning: Balancing Effective Data Selection and Privacy Kristian Schwethelm Johannes Kaiser Jonas Kuntzer Mehmet Yigitsoy Daniel Rueckert Georgios Kaissis 37 0 0 01 Oct 2024
AL-GTD: Deep Active Learning for Gaze Target Detection Francesco Tonini Nicola Dall’Asen Lorenzo Vaquero Cigdem Beyan Elisa Ricci 26 0 0 27 Sep 2024
Bayesian Active Learning for Semantic Segmentation Sima Didari Wenjun Hu Jae Oh Woo Heng Hao Hankyu Moon Seungjai Min 51 0 0 03 Aug 2024
A Cross-Domain Benchmark for Active Learning M. M. Kholoosi M. A. Babar Maximilian Stubbemann Lars Schmidt-Thieme 43 1 0 01 Aug 2024
Downstream-Pretext Domain Knowledge Traceback for Active Learning Beichen Zhang Liang-Sheng Li Zheng-Jun Zha Jiebo Luo Qingming Huang 41 0 0 20 Jul 2024
A Unified Approach Towards Active Learning and Out-of-Distribution Detection Sebastian Schmidt Leonard Schenk Leo Schwinn Stephan Günnemann 46 3 0 18 May 2024
CNN2GNN: How to Bridge CNN with GNN Ziheng Jiao Hongyuan Zhang Xuelong Li 21 1 0 23 Apr 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
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
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
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
Overcoming Overconfidence for Active Learning Yujin Hwang Won Jo Juyoung Hong Yukyung Choi 14 1 0 21 Aug 2023
Discrepancy-based Active Learning for Weakly Supervised Bleeding Segmentation in Wireless Capsule Endoscopy Images Fan Bai Xiaohan Xing Yutian Shen Han Ma Max Q.-H. Meng MedIm 15 14 0 09 Aug 2023
SLPT: Selective Labeling Meets Prompt Tuning on Label-Limited Lesion Segmentation Fan Bai K. Yan Xiaoyu Bai Xinyu Mao Xiaoli Yin Jingren Zhou Yu Shi Le Lu Max Q.-H. Meng VLM 25 2 0 09 Aug 2023
PCDAL: A Perturbation Consistency-Driven Active Learning Approach for Medical Image Segmentation and Classification Tao Wang Xinlin Zhang Yuanbo Zhou Junlin Lan T. Tan Min Du Qinquan Gao Tong Tong 23 0 0 29 Jun 2023
Towards Balanced Active Learning for Multimodal Classification Meng Shen Yizheng Huang Jianxiong Yin Heqing Zou D. Rajan Simon See 21 5 0 14 Jun 2023
Stylized Data-to-Text Generation: A Case Study in the E-Commerce Domain Liqiang Jing Xuemeng Song Xuming Lin Zhongzhou Zhao Wei Zhou Liqiang Nie 33 14 0 05 May 2023
Re-thinking Federated Active Learning based on Inter-class Diversity Sangmook Kim Sangmin Bae Hwanjun Song Se-Young Yun FedML 33 14 0 22 Mar 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 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
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
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
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
VL4Pose: Active Learning Through Out-Of-Distribution Detection For Pose Estimation Megh Shukla Roshan Roy Pankaj Singh Shuaib Ahmed Alexandre Alahi 33 12 0 12 Oct 2022
ALBench: A Framework for Evaluating Active Learning in Object Detection Zhanpeng Feng Shiliang Zhang Rinyoichi Takezoe Wenze Hu Manmohan Chandraker Li-Jia Li Vijay Narayanan Xiaoyu Wang VLM 30 6 0 27 Jul 2022
Active-Learning-as-a-Service: An Automatic and Efficient MLOps System for Data-Centric AI Yizheng Huang Huaizheng Zhang Yuanming Li C. Lau Yang You 19 2 0 19 Jul 2022
Deep Active Learning with Noise Stability Xingjian Li Pengkun Yang Mingkun Xu Xueying Zhan Tianyang Wang Dejing Dou Chengzhong Xu UQCV 32 12 0 26 May 2022
Task-Aware Active Learning for Endoscopic Image Analysis S. Thapa Pranav Poudel Binod Bhattarai Danail Stoyanov 16 3 0 07 Apr 2022
Active Learning by Feature Mixing Amin Parvaneh Ehsan Abbasnejad Damien Teney Reza Haffari Anton Van Den Hengel Javen Qinfeng Shi 32 90 0 14 Mar 2022
Active Learning for Point Cloud Semantic Segmentation via Spatial-Structural Diversity Reasoning Feifei Shao Yawei Luo Ping Liu Jie Chen Yezhou Yang Yulei Lu Junhao Xiao 3DPC 24 32 0 25 Feb 2022
PT4AL: Using Self-Supervised Pretext Tasks for Active Learning J. S. K. Yi Min-seok Seo Jongchan Park Dong-Geol Choi SSL VLM 32 41 0 19 Jan 2022
CPRAL: Collaborative Panoptic-Regional Active Learning for Semantic Segmentation Yu Qiao Jincheng Zhu Chengjiang Long Zeyao Zhang Yuxin Wang Z. Du Xin Yang 43 13 0 11 Dec 2021
Boosting Active Learning via Improving Test Performance Tianyang Wang Xingjian Li Pengkun Yang Guosheng Hu Xiangrui Zeng Siyu Huang Chengzhong Xu Min Xu 27 33 0 10 Dec 2021
Confidence-Aware Active Feedback for Interactive Instance Search Yue Zhang Chao Liang Longxiang Jiang 11 0 0 23 Oct 2021
Knowledge-driven Active Learning Gabriele Ciravegna F. Precioso Alessandro Betti Kevin Mottin Marco Gori 10 2 0 15 Oct 2021
Unsupervised Selective Labeling for More Effective Semi-Supervised Learning Xudong Wang Long Lian Stella X. Yu 194 33 0 06 Oct 2021