Cover Image

Semi-LAR: Semi-supervised Contrastive Learning with Linear Attention for Removal of Nighttime Flares

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhu, Xiyu, Wang, Wei, Jiang, Kui, Li, Zhengguo
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Disentangle Nighttime Lens Flares: Self-supervised Generation-based Lens Flare Removal
by: He, Yuwen, et al.
Published: (2025)

SLCFormer: Spectral-Local Context Transformer with Physics-Grounded Flare Synthesis for Nighttime Flare Removal
by: Zhu, Xiyu, et al.
Published: (2025)

MIPI 2024 Challenge on Nighttime Flare Removal: Methods and Results
by: Dai, Yuekun, et al.
Published: (2024)

Semi-LLIE: Semi-supervised Contrastive Learning with Mamba-based Low-light Image Enhancement
by: Li, Guanlin, et al.
Published: (2024)

MFDNet: Multi-Frequency Deflare Network for Efficient Nighttime Flare Removal
by: Jiang, Yiguo, et al.
Published: (2024)

SemiDDM-Weather: A Semi-supervised Learning Framework for All-in-one Adverse Weather Removal
by: Long, Fang, et al.
Published: (2024)

Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance Segmentation
by: Zhang, Ye, et al.
Published: (2024)

A Semi-supervised Nighttime Dehazing Baseline with Spatial-Frequency Aware and Realistic Brightness Constraint
by: Cong, Xiaofeng, et al.
Published: (2024)

SMC-NCA: Semantic-guided Multi-level Contrast for Semi-supervised Temporal Action Segmentation
by: Zhou, Feixiang, et al.
Published: (2023)

Harmonizing Light and Darkness: A Symphony of Prior-guided Data Synthesis and Adaptive Focus for Nighttime Flare Removal
by: Qu, Lishen, et al.
Published: (2024)

Context Consistency Learning via Sentence Removal for Semi-Supervised Video Paragraph Grounding
by: Zhong, Yaokun, et al.
Published: (2025)

Meta-Semi: A Meta-learning Approach for Semi-supervised Learning
by: Wang, Yulin, et al.
Published: (2020)

Learning to Remove Lens Flare in Event Camera
by: Han, Haiqian, et al.
Published: (2025)

Intra-Class Subdivision for Pixel Contrastive Learning: Application to Semi-supervised Cardiac Image Segmentation
by: Zhao, Jiajun, et al.
Published: (2026)

Weakly Supervised Contrastive Adversarial Training for Learning Robust Features from Semi-supervised Data
by: Zhang, Lilin, et al.
Published: (2025)

Source-free Semantic Regularization Learning for Semi-supervised Domain Adaptation
by: Huang, Xinyang, et al.
Published: (2025)

Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation
by: Tang, Feilong, et al.
Published: (2024)

DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation
by: Assefa, Maregu, et al.
Published: (2025)

Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation
by: Cai, Lingcong, et al.
Published: (2024)

SCOMatch: Alleviating Overtrusting in Open-set Semi-supervised Learning
by: Wang, Zerun, et al.
Published: (2024)

Uncertainty-aware Sampling for Long-tailed Semi-supervised Learning
by: Yang, Kuo, et al.
Published: (2024)

CGMatch: A Different Perspective of Semi-supervised Learning
by: Cheng, Bo, et al.
Published: (2025)

Semi-supervised Active Learning for Video Action Detection
by: Singh, Ayush, et al.
Published: (2023)

Boosting Sclera Segmentation through Semi-supervised Learning with Fewer Labels
by: Wang, Guanjun, et al.
Published: (2025)

Gradient-based Sampling for Class Imbalanced Semi-supervised Object Detection
by: Li, Jiaming, et al.
Published: (2024)

ACTRESS: Active Retraining for Semi-supervised Visual Grounding
by: Kang, Weitai, et al.
Published: (2024)

Color-$S^{4}L$: Self-supervised Semi-supervised Learning with Image Colorization
by: Chen, Hanxiao
Published: (2024)

Nighttime Pedestrian Detection Based on Fore-Background Contrast Learning
by: Yao, He, et al.
Published: (2024)

Self Adaptive Threshold Pseudo-labeling and Unreliable Sample Contrastive Loss for Semi-supervised Image Classification
by: Zhang, Xuerong, et al.
Published: (2024)

SemiCD-VL: Visual-Language Model Guidance Makes Better Semi-supervised Change Detector
by: Li, Kaiyu, et al.
Published: (2024)

Dynamic Sub-graph Distillation for Robust Semi-supervised Continual Learning
by: Fan, Yan, et al.
Published: (2023)

Semi-supervised Multiscale Matching for SAR-Optical Image
by: Gai, Jingze, et al.
Published: (2025)

Towards Semi-supervised Dual-modal Semantic Segmentation
by: Dong, Qiulei, et al.
Published: (2024)

Impact of Strategic Sampling and Supervision Policies on Semi-supervised Learning
by: Roy, Shuvendu, et al.
Published: (2022)

ARMA-C3: A Contrastive ARMA Convolutional Framework for Unsupervised and Semi-supervised Classification
by: Abburi, VSS Tejaswi, et al.
Published: (2026)

Semi-supervised 2D Human Pose Estimation via Adaptive Keypoint Masking
by: Meng, Kexin, et al.
Published: (2024)

Sequential Visual and Semantic Consistency for Semi-supervised Text Recognition
by: Yang, Mingkun, et al.
Published: (2024)

Tissue-Contrastive Semi-Masked Autoencoders for Segmentation Pretraining on Chest CT
by: Zheng, Jie, et al.
Published: (2024)

Collaboration of Teachers for Semi-supervised Object Detection
by: Chen, Liyu, et al.
Published: (2024)

Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation
by: Ran, Lingyan, et al.
Published: (2025)