Confidence Regularized Self-Training

26 August 2019

Papers citing "Confidence Regularized Self-Training"

50 / 140 papers shown

Title
Model Adaptation: Unsupervised Domain Adaptation without Source Data Rui Li Qianfen Jiao Wenming Cao Hau-San Wong Si Wu OOD 83 480 0 26 Feb 2025
Audiopedia: Audio QA with Knowledge Abhirama Subramanyam Penamakuri Kiran Chhatre Akshat Jain KELM AuLLM RALM 51 0 0 31 Dec 2024
CREAM: Consistency Regularized Self-Rewarding Language Models Z. Wang Weilei He Zhiyuan Liang Xuchao Zhang Chetan Bansal Ying Wei Weitong Zhang Huaxiu Yao ALM 96 7 0 16 Oct 2024
Exploring Semi-Supervised Learning for Online Mapping Adam Lilja Erik Wallin Junsheng Fu Lars Hammarstrand SSL 44 1 0 14 Oct 2024
Instance Consistency Regularization for Semi-Supervised 3D Instance Segmentation Yizheng Wu Zhiyu Pan Kewei Wang Xingyi Li Jiahao Cui Liwen Xiao Guosheng Lin Zhiguo Cao ISeg 33 0 0 24 Jun 2024
Syn-to-Real Unsupervised Domain Adaptation for Indoor 3D Object Detection Yunsong Wang Na Zhao Gim Hee Lee 3DPC 28 1 0 17 Jun 2024
Edge-guided and Class-balanced Active Learning for Semantic Segmentation of Aerial Images Lianlei Shan Weiqiang Wang Ke Lv Bin Luo VLM 23 0 0 28 May 2024
Incremental Pseudo-Labeling for Black-Box Unsupervised Domain Adaptation Yawen Zou Chunzhi Gu Junzhou Yu Shangce Gao Chao Zhang 35 1 0 26 May 2024
Dynamic Against Dynamic: An Open-set Self-learning Framework Haifeng Yang Chuanxing Geng P. Yuen Songcan Chen 31 0 0 27 Apr 2024
DDF: A Novel Dual-Domain Image Fusion Strategy for Remote Sensing Image Semantic Segmentation with Unsupervised Domain Adaptation Lingyan Ran Lushuang Wang Tao Zhuo Yinghui Xing 37 5 0 05 Mar 2024
Accuracy-Preserving Calibration via Statistical Modeling on Probability Simplex Yasushi Esaki Akihiro Nakamura Keisuke Kawano Ryoko Tokuhisa Takuro Kutsuna 36 0 0 21 Feb 2024
FlexSSL : A Generic and Efficient Framework for Semi-Supervised Learning Huiling Qin Xianyuan Zhan Yuanxun Li Yu Zheng 17 0 0 28 Dec 2023
All for One, and One for All: UrbanSyn Dataset, the third Musketeer of Synthetic Driving Scenes J. L. Gómez Manuel Silva Antonio Seoane Agnes Borrás Mario Noriega Germán Ros Jose A. Iglesias-Guitian Antonio M. López 3DPC 67 12 0 19 Dec 2023
Automated interpretation of congenital heart disease from multi-view echocardiograms Jing Wang Xiaofeng Liu Fangyun Wang Lin Zheng F. Gao Hanwen Zhang Xin Zhang Wanqing Xie Bin-bin Wang 31 55 0 30 Nov 2023
Gradual Domain Adaptation: Theory and Algorithms Yifei He Haoxiang Wang Bo Li Han Zhao CLL 44 5 0 20 Oct 2023
CAST: Cluster-Aware Self-Training for Tabular Data Minwook Kim Juseong Kim Kibeom Kim Giltae Song 20 0 0 10 Oct 2023
Deep Insights into Noisy Pseudo Labeling on Graph Data Botao Wang Jia Li Yang Liu Jiashun Cheng Yu Rong Wenjia Wang Fugee Tsung NoLa 24 8 0 02 Oct 2023
Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation Cristiano Saltori Fabio Galasso G. Fiameni N. Sebe Fabio Poiesi Elisa Ricci 3DPC 27 19 0 28 Aug 2023
SegDA: Maximum Separable Segment Mask with Pseudo Labels for Domain Adaptive Semantic Segmentation Anant Khandelwal 16 1 0 10 Aug 2023
DaMSTF: Domain Adversarial Learning Enhanced Meta Self-Training for Domain Adaptation Menglong Lu Zhen Huang Yunxiang Zhao Zhiliang Tian Yang Liu Dongsheng Li 20 6 0 05 Aug 2023
Intra- & Extra-Source Exemplar-Based Style Synthesis for Improved Domain Generalization Yumeng Li Dan Zhang M. Keuper Anna Khoreva 43 10 0 02 Jul 2023
Deep Learning with Partially Labeled Data for Radio Map Reconstruction Alkesandra Malkova Massih-Reza Amini B. Denis C. Villien 18 0 0 07 Jun 2023
A Survey of Label-Efficient Deep Learning for 3D Point Clouds Aoran Xiao Xiaoqin Zhang Ling Shao Shijian Lu 3DPC 27 18 0 31 May 2023
Condition-Invariant Semantic Segmentation Christos Sakaridis David Brüggemann F. I. F. Richard Yu Luc Van Gool 47 4 0 27 May 2023
Entailment as Robust Self-Learner Jiaxin Ge Hongyin Luo Yoon Kim James R. Glass 30 3 0 26 May 2023
Class-Distribution-Aware Pseudo Labeling for Semi-Supervised Multi-Label Learning Ming-Kun Xie Jianxiong Xiao Hao-Zhe Liu Gang Niu Masashi Sugiyama Sheng-Jun Huang 32 16 0 04 May 2023
DiGA: Distil to Generalize and then Adapt for Domain Adaptive Semantic Segmentation Fengyi Shen A. Gurram Ziyuan Liu He Wang Alois Knoll 16 26 0 05 Apr 2023
3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds Aoran Xiao Jiaxing Huang Weihao Xuan Ruijie Ren Kangcheng Liu Dayan Guan Abdulmotaleb El Saddik Shijian Lu Eric P. Xing 13 42 0 03 Apr 2023
C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation Nazmul Karim Niluthpol Chowdhury Mithun Abhinav Rajvanshi Han-Pang Chiu S. Samarasekera Nazanin Rahnavard TTA 21 56 0 30 Mar 2023
MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling Xuzhe Zhang Yu-Hsun Wu S. Entringer H. Simhan Jia Guo ... A. Jackowski Haifeng Li J. Posner Andrew F. Laine Yun Wang OOD 13 11 0 16 Mar 2023
Multi-Source Soft Pseudo-Label Learning with Domain Similarity-based Weighting for Semantic Segmentation Shigemichi Matsuzaki Hiroaki Masuzawa Jun Miura 44 5 0 02 Mar 2023
Dirichlet-based Uncertainty Calibration for Active Domain Adaptation Mixue Xie Shuang Li Rui Zhang Chi Harold Liu UQCV 30 29 0 27 Feb 2023
Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic Segmentation Chuanglu Zhu Kebin Liu Wenqi Tang Ke Mei Jiaqi Zou Tiejun Huang 49 1 0 14 Feb 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 24 50 0 13 Feb 2023
Towards Understanding How Self-training Tolerates Data Backdoor Poisoning Soumyadeep Pal Ren Wang Yuguang Yao Sijia Liu 30 6 0 20 Jan 2023
Self-Training Guided Disentangled Adaptation for Cross-Domain Remote Sensing Image Semantic Segmentation Qi Zhao Shuchang Lyu Binghao Liu Lijiang Chen Hongbo Zhao 15 18 0 13 Jan 2023
Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly Supervised Video Anomaly Detection Chen Zhang Guorong Li Yuankai Qi Shuhui Wang Laiyun Qing Qingming Huang Ming-Hsuan Yang 27 53 0 08 Dec 2022
PØDA: Prompt-driven Zero-shot Domain Adaptation Mohammad Fahes Tuan-Hung Vu Andrei Bursuc Patrick Pérez Raoul de Charette VLM 36 45 0 06 Dec 2022
Domain Adaptive Scene Text Detection via Subcategorization Zichen Tian Chuhui Xue Jingyi Zhang Shijian Lu 24 3 0 01 Dec 2022
Single Slice Thigh CT Muscle Group Segmentation with Domain Adaptation and Self-Training Qi Yang Xin Yu Ho Hin Lee L. Cai Kaiwen Xu ... Yuankai Huo A. Moore S. Makrogiannis Luigi Ferrucci Bennett A. Landman 29 3 0 30 Nov 2022
QuadFormer: Quadruple Transformer for Unsupervised Domain Adaptation in Power Line Segmentation of Aerial Images P. Rao Feng Qiao Weide Zhang Yiliang Xu Yong Deng Guangbin Wu Qiang Zhang 29 8 0 29 Nov 2022
Exploring Consistency in Cross-Domain Transformer for Domain Adaptive Semantic Segmentation Kaihong Wang Donghyun Kim Regerio Feris Kate Saenko Margrit Betke ViT 20 4 0 27 Nov 2022
VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions Mingjiang Li Binhui Xie Shuang Li Chi Harold Liu Xinjing Cheng 22 12 0 22 Nov 2022
Computational Imaging for Machine Perception: Transferring Semantic Segmentation beyond Aberrations Qi Jiang Haowen Shi Shaohua Gao Jiaming Zhang Kailun Yang Lei Sun Huajian Ni Kaiwei Wang 21 5 0 21 Nov 2022
Self-Training with Purpose Preserving Augmentation Improves Few-shot Generative Dialogue State Tracking Jihyun Lee C. Lee Yunsu Kim G. G. Lee 14 0 0 17 Nov 2022
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation Mu Chen Zhedong Zheng Yi Yang Tat-Seng Chua 40 53 0 14 Nov 2022
EdnaML: A Declarative API and Framework for Reproducible Deep Learning Abhijit Suprem Sanjyot Vaidya A. Venugopal J. Ferreira C. Pu MoE 13 1 0 13 Nov 2022
Syntax-Guided Domain Adaptation for Aspect-based Sentiment Analysis Anguo Dong Cuiyun Gao Yan Jia Qing Liao Xuan Wang Lei Wang Jing Xiao 22 1 0 10 Nov 2022
Zero-Shot Text Classification with Self-Training Ariel Gera Alon Halfon Eyal Shnarch Yotam Perlitz L. Ein-Dor Noam Slonim VLM 23 59 0 31 Oct 2022
360-MLC: Multi-view Layout Consistency for Self-training and Hyper-parameter Tuning Bolivar Solarte Chin-Hsuan Wu Yueh-Cheng Liu Yi-Hsuan Tsai Min Sun 3DV 23 5 0 24 Oct 2022