Cluster Contrast for Unsupervised Visual Representation Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Giakoumoglou, Nikolaos, Stathaki, Tania |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SynCo: Synthetic Hard Negatives for Contrastive Visual Representation Learning
by: Giakoumoglou, Nikolaos, et al.
Published: (2024)
by: Giakoumoglou, Nikolaos, et al.
Published: (2024)
Relational Representation Distillation
by: Giakoumoglou, Nikolaos, et al.
Published: (2024)
by: Giakoumoglou, Nikolaos, et al.
Published: (2024)
Discriminative and Consistent Representation Distillation
by: Giakoumoglou, Nikolaos, et al.
Published: (2024)
by: Giakoumoglou, Nikolaos, et al.
Published: (2024)
A Review on Discriminative Self-supervised Learning Methods in Computer Vision
by: Giakoumoglou, Nikolaos, et al.
Published: (2024)
by: Giakoumoglou, Nikolaos, et al.
Published: (2024)
Distilling Invariant Representations with Dual Augmentation
by: Giakoumoglou, Nikolaos, et al.
Published: (2024)
by: Giakoumoglou, Nikolaos, et al.
Published: (2024)
Unsupervised Training of Vision Transformers with Synthetic Negatives
by: Giakoumoglou, Nikolaos, et al.
Published: (2025)
by: Giakoumoglou, Nikolaos, et al.
Published: (2025)
Fake & Square: Training Self-Supervised Vision Transformers with Synthetic Data and Synthetic Hard Negatives
by: Giakoumoglou, Nikolaos, et al.
Published: (2025)
by: Giakoumoglou, Nikolaos, et al.
Published: (2025)
Caption-Matching: A Multimodal Approach for Cross-Domain Image Retrieval
by: Iijima, Lucas, et al.
Published: (2024)
by: Iijima, Lucas, et al.
Published: (2024)
Saliency-Guided Representation with Consistency Policy Learning for Visual Unsupervised Reinforcement Learning
by: Sun, Jingbo, et al.
Published: (2026)
by: Sun, Jingbo, et al.
Published: (2026)
Pretrained Reversible Generation as Unsupervised Visual Representation Learning
by: Xue, Rongkun, et al.
Published: (2024)
by: Xue, Rongkun, et al.
Published: (2024)
Unsupervised Urban Land Use Mapping with Street View Contrastive Clustering and a Geographical Prior
by: Che, Lin, et al.
Published: (2025)
by: Che, Lin, et al.
Published: (2025)
Unsupervised Point Cloud Pre-Training via Contrasting and Clustering
by: Mei, Guofeng, et al.
Published: (2022)
by: Mei, Guofeng, et al.
Published: (2022)
Learning Street View Representations with Spatiotemporal Contrast
by: Li, Yong, et al.
Published: (2025)
by: Li, Yong, et al.
Published: (2025)
CL-MVSNet: Unsupervised Multi-view Stereo with Dual-level Contrastive Learning
by: Xiong, Kaiqiang, et al.
Published: (2025)
by: Xiong, Kaiqiang, et al.
Published: (2025)
Adaptive Intra-Class Variation Contrastive Learning for Unsupervised Person Re-Identification
by: Liu, Lingzhi, et al.
Published: (2024)
by: Liu, Lingzhi, et al.
Published: (2024)
Feature-Aware Noise Contrastive Learning for Unsupervised Red Panda Re-Identification
by: Zhang, Jincheng, et al.
Published: (2024)
by: Zhang, Jincheng, et al.
Published: (2024)
Idempotent Unsupervised Representation Learning for Skeleton-Based Action Recognition
by: Lin, Lilang, et al.
Published: (2024)
by: Lin, Lilang, et al.
Published: (2024)
Mutual Information guided Visual Contrastive Learning
by: Chen, Hanyang, et al.
Published: (2025)
by: Chen, Hanyang, et al.
Published: (2025)
Leveraging Unsupervised Learning for Cost-Effective Visual Anomaly Detection
by: Long, Yunbo, et al.
Published: (2024)
by: Long, Yunbo, et al.
Published: (2024)
Subspace Clustering on Incomplete Data with Self-Supervised Contrastive Learning
by: Li, Huanran, et al.
Published: (2026)
by: Li, Huanran, et al.
Published: (2026)
Hierarchical Semantic Correlation-Aware Masked Autoencoder for Unsupervised Audio-Visual Representation Learning
by: Zeng, Donghuo, et al.
Published: (2026)
by: Zeng, Donghuo, et al.
Published: (2026)
Visual Self-paced Iterative Learning for Unsupervised Temporal Action Localization
by: Hu, Yupeng, et al.
Published: (2023)
by: Hu, Yupeng, et al.
Published: (2023)
Is Contrastive Distillation Enough for Learning Comprehensive 3D Representations?
by: Zhang, Yifan, et al.
Published: (2024)
by: Zhang, Yifan, et al.
Published: (2024)
TCMM: Token Constraint and Multi-Scale Memory Bank of Contrastive Learning for Unsupervised Person Re-identification
by: Zhu, Zheng-An, et al.
Published: (2025)
by: Zhu, Zheng-An, et al.
Published: (2025)
CloDS: Visual-Only Unsupervised Cloth Dynamics Learning in Unknown Conditions
by: Zhan, Yuliang, et al.
Published: (2026)
by: Zhan, Yuliang, et al.
Published: (2026)
MR-CLIP: Efficient Metadata-Guided Learning of MRI Contrast Representations
by: Avci, Mehmet Yigit, et al.
Published: (2025)
by: Avci, Mehmet Yigit, et al.
Published: (2025)
Unsupervised Industrial Anomaly Detection via Pattern Generative and Contrastive Networks
by: Huang, Jianfeng, et al.
Published: (2022)
by: Huang, Jianfeng, et al.
Published: (2022)
LetsMap: Unsupervised Representation Learning for Semantic BEV Mapping
by: Gosala, Nikhil, et al.
Published: (2024)
by: Gosala, Nikhil, et al.
Published: (2024)
Unsupervised Audio-Visual Segmentation with Modality Alignment
by: Bhosale, Swapnil, et al.
Published: (2024)
by: Bhosale, Swapnil, et al.
Published: (2024)
G-FARS: Gradient-Field-based Auto-Regressive Sampling for 3D Part Grouping
by: Cheng, Junfeng, et al.
Published: (2024)
by: Cheng, Junfeng, et al.
Published: (2024)
Size Aware Cross-shape Scribble Supervision for Medical Image Segmentation
by: Yuan, Jing, et al.
Published: (2024)
by: Yuan, Jing, et al.
Published: (2024)
Predictive Reasoning with Augmented Anomaly Contrastive Learning for Compositional Visual Relations
by: Li, Chengtai, et al.
Published: (2026)
by: Li, Chengtai, et al.
Published: (2026)
Multiple Object Stitching for Unsupervised Representation Learning
by: Shen, Chengchao, et al.
Published: (2025)
by: Shen, Chengchao, et al.
Published: (2025)
Unsupervised Learning of Disentangled Representations from Video
by: Denton, Remi, et al.
Published: (2017)
by: Denton, Remi, et al.
Published: (2017)
BotaCLIP: Contrastive Learning for Botany-Aware Representation of Earth Observation Data
by: Cerna, Selene, et al.
Published: (2025)
by: Cerna, Selene, et al.
Published: (2025)
ConPro: Learning Severity Representation for Medical Images using Contrastive Learning and Preference Optimization
by: Nguyen, Hong, et al.
Published: (2024)
by: Nguyen, Hong, et al.
Published: (2024)
Clustering-based Feature Representation Learning for Oracle Bone Inscriptions Detection
by: Tao, Ye, et al.
Published: (2025)
by: Tao, Ye, et al.
Published: (2025)
A Holistic Method for Superquadric Fitting Using Unsupervised Clustering Analysis
by: Zhao, Mingyang, et al.
Published: (2026)
by: Zhao, Mingyang, et al.
Published: (2026)
Linear Differential Vision Transformer: Learning Visual Contrasts via Pairwise Differentials
by: Pu, Yifan, et al.
Published: (2025)
by: Pu, Yifan, et al.
Published: (2025)
Contrastive Learning Is Spectral Clustering On Similarity Graph
by: Tan, Zhiquan, et al.
Published: (2023)
by: Tan, Zhiquan, et al.
Published: (2023)
Similar Items
-
SynCo: Synthetic Hard Negatives for Contrastive Visual Representation Learning
by: Giakoumoglou, Nikolaos, et al.
Published: (2024) -
Relational Representation Distillation
by: Giakoumoglou, Nikolaos, et al.
Published: (2024) -
Discriminative and Consistent Representation Distillation
by: Giakoumoglou, Nikolaos, et al.
Published: (2024) -
A Review on Discriminative Self-supervised Learning Methods in Computer Vision
by: Giakoumoglou, Nikolaos, et al.
Published: (2024) -
Distilling Invariant Representations with Dual Augmentation
by: Giakoumoglou, Nikolaos, et al.
Published: (2024)