Self-Supervised Contrastive Learning for Multi-Label Images
Fuente:
arXiv
Saved in:
| Main Author: | Chen, Jiale |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Self-Supervised YOLO: Leveraging Contrastive Learning for Label-Efficient Object Detection
by: Kotthapalli, Manikanta, et al.
Published: (2025)
by: Kotthapalli, Manikanta, et al.
Published: (2025)
Deep Intra-Image Contrastive Learning for Weakly Supervised One-Step Person Search
by: Wang, Jiabei, et al.
Published: (2023)
by: Wang, Jiabei, et al.
Published: (2023)
Backdooring Self-Supervised Contrastive Learning by Noisy Alignment
by: Chen, Tuo, et al.
Published: (2025)
by: Chen, Tuo, et al.
Published: (2025)
Self and Mixed Supervision to Improve Training Labels for Multi-Class Medical Image Segmentation
by: Liu, Jianfei, et al.
Published: (2024)
by: Liu, Jianfei, et al.
Published: (2024)
Self-Supervised Contrastive Embedding Adaptation for Endoscopic Image Matching
by: Rota, Alberto, et al.
Published: (2025)
by: Rota, Alberto, et al.
Published: (2025)
Investigating Self-Supervised Methods for Label-Efficient Learning
by: Nandam, Srinivasa Rao, et al.
Published: (2024)
by: Nandam, Srinivasa Rao, et al.
Published: (2024)
Evaluating the Label Efficiency of Contrastive Self-Supervised Learning for Multi-Resolution Satellite Imagery
by: Bourcier, Jules, et al.
Published: (2022)
by: Bourcier, Jules, et al.
Published: (2022)
Partially Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation
by: Zhu, Lei, et al.
Published: (2025)
by: Zhu, Lei, et al.
Published: (2025)
Active Self-Semi-Supervised Learning for Few Labeled Samples
by: Wen, Ziting, et al.
Published: (2022)
by: Wen, Ziting, et al.
Published: (2022)
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation
by: Cai, Lingcong, et al.
Published: (2024)
by: Cai, Lingcong, et al.
Published: (2024)
MoSAiC: Multi-Modal Multi-Label Supervision-Aware Contrastive Learning for Remote Sensing
by: Gupta, Debashis, et al.
Published: (2025)
by: Gupta, Debashis, et al.
Published: (2025)
Contrastive Learning with Diffusion Features for Weakly Supervised Medical Image Segmentation
by: Zeng, Dewen, et al.
Published: (2025)
by: Zeng, Dewen, et al.
Published: (2025)
ViC-MAE: Self-Supervised Representation Learning from Images and Video with Contrastive Masked Autoencoders
by: Hernandez, Jefferson, et al.
Published: (2023)
by: Hernandez, Jefferson, et al.
Published: (2023)
SelfFed: Self-Supervised Federated Learning for Data Heterogeneity and Label Scarcity in Medical Images
by: Khowaja, Sunder Ali, et al.
Published: (2023)
by: Khowaja, Sunder Ali, et al.
Published: (2023)
Supervised and Contrastive Self-Supervised In-Domain Representation Learning for Dense Prediction Problems in Remote Sensing
by: Ghanbarzade, Ali, et al.
Published: (2023)
by: Ghanbarzade, Ali, et al.
Published: (2023)
Instance-Aware Pseudo-Labeling and Class-Focused Contrastive Learning for Weakly Supervised Domain Adaptive Segmentation of Electron Microscopy
by: Xiong, Shan, et al.
Published: (2025)
by: Xiong, Shan, et al.
Published: (2025)
Self-Supervised Contrastive Learning for Videos using Differentiable Local Alignment
by: Oei, Keyne, et al.
Published: (2024)
by: Oei, Keyne, et al.
Published: (2024)
Contrastive Learning under Noisy Temporal Self-Supervision for Colonoscopy Videos
by: Parolari, Luca, et al.
Published: (2026)
by: Parolari, Luca, et al.
Published: (2026)
CONSULT: Contrastive Self-Supervised Learning for Few-shot Tumor Detection
by: Chin, Sin Chee, et al.
Published: (2024)
by: Chin, Sin Chee, et al.
Published: (2024)
Leveraging Self-Supervised Instance Contrastive Learning for Radar Object Detection
by: Decourt, Colin, et al.
Published: (2024)
by: Decourt, Colin, et al.
Published: (2024)
MARC: Multi-Label Adaptive Retrieval Contrastive Loss for Remote Sensing Images
by: Amir, Amna, et al.
Published: (2025)
by: Amir, Amna, et al.
Published: (2025)
Enhancing Hyperspectral Image Prediction with Contrastive Learning in Low-Label Regime
by: Haidar, Salma, et al.
Published: (2024)
by: Haidar, Salma, et al.
Published: (2024)
Learning Semantic-Aware Threshold for Multi-Label Image Recognition with Partial Labels
by: Ruan, Haoxian, et al.
Published: (2025)
by: Ruan, Haoxian, et al.
Published: (2025)
Learn From Zoom: Decoupled Supervised Contrastive Learning For WCE Image Classification
by: Qiu, Kunpeng, et al.
Published: (2024)
by: Qiu, Kunpeng, et al.
Published: (2024)
Self-Supervised Learning of Plant Image Representations
by: Moummad, Ilyass, et al.
Published: (2026)
by: Moummad, Ilyass, et al.
Published: (2026)
Graph-Weighted Contrastive Learning for Semi-Supervised Hyperspectral Image Classification
by: Zhang, Yuqing, et al.
Published: (2025)
by: Zhang, Yuqing, et al.
Published: (2025)
Supervised Contrastive Learning for Snapshot Spectral Imaging Face Anti-Spoofing
by: Song, Chuanbiao, et al.
Published: (2024)
by: Song, Chuanbiao, et al.
Published: (2024)
Pyramid Pixel Context Adaption Network for Medical Image Classification with Supervised Contrastive Learning
by: Zhang, Xiaoqing, et al.
Published: (2023)
by: Zhang, Xiaoqing, et al.
Published: (2023)
Enhancing Semi-Supervised Multi-View Graph Convolutional Networks via Supervised Contrastive Learning and Self-Training
by: Xiao, Huaiyuan, et al.
Published: (2025)
by: Xiao, Huaiyuan, et al.
Published: (2025)
Dynamically Scaled Temperature in Self-Supervised Contrastive Learning
by: Manna, Siladittya, et al.
Published: (2023)
by: Manna, Siladittya, et al.
Published: (2023)
Labeled-to-Unlabeled Distribution Alignment for Partially-Supervised Multi-Organ Medical Image Segmentation
by: Jiang, Xixi, et al.
Published: (2024)
by: Jiang, Xixi, et al.
Published: (2024)
Improving Multi-Label Contrastive Learning by Leveraging Label Distribution
by: Chen, Ning, et al.
Published: (2025)
by: Chen, Ning, et al.
Published: (2025)
Multi-Label Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining
by: Wang, Yi, et al.
Published: (2024)
by: Wang, Yi, et al.
Published: (2024)
Self-Supervised Federated Learning under Data Heterogeneity for Label-Scarce Diatom Classification
by: Tan, Mingkun, et al.
Published: (2026)
by: Tan, Mingkun, et al.
Published: (2026)
Enhanced Self-Supervised Multi-Image Super-Resolution for Camera Array Images
by: Chen, Yating, et al.
Published: (2026)
by: Chen, Yating, et al.
Published: (2026)
Semi-Supervised Dual-Threshold Contrastive Learning for Ultrasound Image Classification and Segmentation
by: Zhang, Peng, et al.
Published: (2025)
by: Zhang, Peng, et al.
Published: (2025)
ProtoFair: Fair Self-Supervised Contrastive Learning via Pseudo-Counterfactual Pairs
by: Halawa, Marah, et al.
Published: (2026)
by: Halawa, Marah, et al.
Published: (2026)
Bringing Masked Autoencoders Explicit Contrastive Properties for Point Cloud Self-Supervised Learning
by: Ren, Bin, et al.
Published: (2024)
by: Ren, Bin, et al.
Published: (2024)
Self-Supervised Alignment Learning for Medical Image Segmentation
by: Li, Haofeng, et al.
Published: (2024)
by: Li, Haofeng, et al.
Published: (2024)
Self-Contrastive Weakly Supervised Learning Framework for Prognostic Prediction Using Whole Slide Images
by: Fuster, Saul, et al.
Published: (2024)
by: Fuster, Saul, et al.
Published: (2024)
Similar Items
-
Self-Supervised YOLO: Leveraging Contrastive Learning for Label-Efficient Object Detection
by: Kotthapalli, Manikanta, et al.
Published: (2025) -
Deep Intra-Image Contrastive Learning for Weakly Supervised One-Step Person Search
by: Wang, Jiabei, et al.
Published: (2023) -
Backdooring Self-Supervised Contrastive Learning by Noisy Alignment
by: Chen, Tuo, et al.
Published: (2025) -
Self and Mixed Supervision to Improve Training Labels for Multi-Class Medical Image Segmentation
by: Liu, Jianfei, et al.
Published: (2024) -
Self-Supervised Contrastive Embedding Adaptation for Endoscopic Image Matching
by: Rota, Alberto, et al.
Published: (2025)