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self-supervised learning

3751 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6174) contrastive learning (3979) transfer learning (5442) unsupervised learning (3255) graph neural network (3945) domain adaptation (4578) multimodal learning (4622) semantic segmentation (3179) depth estimation (1540) knowledge distillation (3680)

Papers

Feature Extraction and Representation of Pre-training Point Cloud Based on Diffusion Models ICCV 2025
Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling AAAI 2025
DeepMIM: Deep Supervision for Masked Image Modeling WACV 2025
Association Pattern-enhanced Molecular Representation Learning AAAI 2025
Self-Supervised Monocular 4D Scene Reconstruction for Egocentric Videos ICCV 2025
SceneSplat: Gaussian Splatting-based Scene Understanding with Vision-Language Pretraining ICCV 2025
DomCLP: Domain-wise Contrastive Learning with Prototype Mixup for Unsupervised Domain Generalization AAAI 2025
Point Cloud Self-supervised Learning via 3D to Multi-view Masked Learner ICCV 2025
Beyond [cls]: Exploring the True Potential of Masked Image Modeling Representations ICCV 2025
Feed-Forward SceneDINO for Unsupervised Semantic Scene Completion ICCV 2025
SCCS: Deep Neural Spectral Clustering for Self-Supervised Subcellular Structure Segmentation AAAI 2025
EEGMirror: Leveraging EEG Data in the Wild via Montage-Agnostic Self-Supervision for EEG to Video Decoding ICCV 2025
GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning AAAI 2025
A Simple yet Effective Hypergraph Clustering Network IJCAI 2025
Frequency-Masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning AAAI 2025
Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment ACL 2025
RS-vHeat: Heat Conduction Guided Efficient Remote Sensing Foundation Model ICCV 2025
3SAT: A Simple Self-Supervised Adversarial Training Framework AAAI 2025
RendBEV: Semantic Novel View Synthesis for Self-Supervised Bird's Eye View Segmentation WACV 2025
Cross-View Graph Consistency Learning for Invariant Graph Representations AAAI 2025
ST-ReP: Learning Predictive Representations Efficiently for Spatial-Temporal Forecasting AAAI 2025
Eta-WavLM: Efficient Speaker Identity Removal in Self-Supervised Speech Representations Using a Simple Linear Equation ACL 2025
S3E: Self-Supervised State Estimation for Radar-Inertial System ICCV 2025
ACE: Anatomically Consistent Embeddings in Composition and Decomposition WACV 2025
TESPEC: Temporally-Enhanced Self-Supervised Pretraining for Event Cameras ICCV 2025