self-supervised learning

3751 papers

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Also known as

ESSL DINO SSRL SSL OR NULL CSSL SSF SSID SS SSL MSSL GSSL SELF-SL SSLR SSCL CSL

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

GaussianOcc: Fully Self-supervised and Efficient 3D Occupancy Estimation with Gaussian Splatting ICCV 2025

ASCENT: Annotation-free Self-supervised Contrastive Embeddings for 3D Neuron Tracking in Fluorescence Microscopy ICCV 2025

RayZer: A Self-supervised Large View Synthesis Model ICCV 2025

Structure-aware Semantic Discrepancy and Consistency for 3D Medical Image Self-supervised Learning ICCV 2025

AD-GS: Object-Aware B-Spline Gaussian Splatting for Self-Supervised Autonomous Driving ICCV 2025

SkySense V2: A Unified Foundation Model for Multi-modal Remote Sensing ICCV 2025

MonoSOWA: Scalable Monocular 3D Object Detector Without Human Annotations ICCV 2025

Blind2Sound: Self-Supervised Image Denoising without Residual Noise ICCV 2025

Predict-Optimize-Distill: A Self-Improving Cycle for 4D Object Understanding ICCV 2025

StruMamba3D: Exploring Structural Mamba for Self-supervised Point Cloud Representation Learning ICCV 2025

Open-World Skill Discovery from Unsegmented Demonstration Videos ICCV 2025

Can Generative Geospatial Diffusion Models Excel as Discriminative Geospatial Foundation Models? ICCV 2025

Self-Supervised Sparse Sensor Fusion for Long Range Perception ICCV 2025

Temporal Overlapping Prediction: A Self-supervised Pre-training Method for LiDAR Moving Object Segmentation ICCV 2025

Pre-Training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information Bottleneck AAAI 2025

Self-supervised Trusted Contrastive Multi-view Clustering with Uncertainty Refined AAAI 2025

Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling AAAI 2025

Association Pattern-enhanced Molecular Representation Learning AAAI 2025

DomCLP: Domain-wise Contrastive Learning with Prototype Mixup for Unsupervised Domain Generalization AAAI 2025

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning AAAI 2025

MUCD: Unsupervised Point Cloud Change Detection via Masked Consistency AAAI 2025

MOOSS: Mask-Enhanced Temporal Contrastive Learning for Smooth State Evolution in Visual Reinforcement Learning WACV 2025

Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation AAAI 2025

Imputation-free Incomplete Multi-view Clustering via Knowledge Distillation IJCAI 2025

A Regularization-Guided Equivariant Approach for Image Restoration CVPR 2025