"consistency regularization" Papers

15 papers found

LCGC: Learning from Consistency Gradient Conflicting for Class-Imbalanced Semi-Supervised Debiasing

Weiwei Xing, Yue Cheng, Hongzhu Yi et al.

AAAI 2025paperarXiv:2504.06544
1
citations

Mind the Gap: Confidence Discrepancy Can Guide Federated Semi-Supervised Learning Across Pseudo-Mismatch

Yijie Liu, Xinyi Shang, Yiqun Zhang et al.

CVPR 2025arXiv:2503.13227

PanDA: Towards Panoramic Depth Anything with Unlabeled Panoramas and Mobius Spatial Augmentation

Zidong Cao, Jinjing Zhu, Weiming Zhang et al.

CVPR 2025arXiv:2406.13378
6
citations

SPACE: SPike-Aware Consistency Enhancement for Test-Time Adaptation in Spiking Neural Networks

Xinyu Luo, Kecheng Chen, Pao-Sheng Sun et al.

NEURIPS 2025oralarXiv:2504.02298
1
citations

Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation

Qinghe Ma, Jian Zhang, Zekun Li et al.

CVPR 2025arXiv:2503.16997
4
citations

Style Quantization for Data-Efficient GAN Training

Jian Wang, Xin Lan, Ji-Zhe Zhou et al.

CVPR 2025arXiv:2503.24282
2
citations

Adaptive Integration of Partial Label Learning and Negative Learning for Enhanced Noisy Label Learning

Mengmeng Sheng, Zeren Sun, Zhenhuang Cai et al.

AAAI 2024paperarXiv:2312.09505
33
citations

Controller-Guided Partial Label Consistency Regularization with Unlabeled Data

Qian-Wei Wang, Bowen Zhao, Mingyan Zhu et al.

AAAI 2024paperarXiv:2210.11194
3
citations

CroSel: Cross Selection of Confident Pseudo Labels for Partial-Label Learning

Shiyu Tian, Hongxin Wei, Yiqun Wang et al.

CVPR 2024arXiv:2303.10365
10
citations

Dual-Perspective Knowledge Enrichment for Semi-supervised 3D Object Detection

Yucheng Han, Na Zhao, Weiling Chen et al.

AAAI 2024paperarXiv:2401.05011
6
citations

Efficient Active Domain Adaptation for Semantic Segmentation by Selecting Information-rich Superpixels

Yuan Gao, Zilei Wang, Yixin Zhang et al.

ECCV 2024
3
citations

Foster Adaptivity and Balance in Learning with Noisy Labels

Mengmeng Sheng, Zeren Sun, Tao Chen et al.

ECCV 2024arXiv:2407.02778
14
citations

Image-Feature Weak-to-Strong Consistency: An Enhanced Paradigm for Semi-Supervised Learning

Zhiyu Wu, Jin shi Cui

ECCV 2024arXiv:2408.12614
1
citations

InterLUDE: Interactions between Labeled and Unlabeled Data to Enhance Semi-Supervised Learning

Zhe Huang, Xiaowei Yu, Dajiang Zhu et al.

ICML 2024arXiv:2403.10658

Semi-supervised Class-Agnostic Motion Prediction with Pseudo Label Regeneration and BEVMix

Kewei Wang, Yizheng Wu, Zhiyu Pan et al.

AAAI 2024paperarXiv:2312.08009
10
citations