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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Self-Supervised Learning with Spectral Low-Rank Prior for Hyperspectral Image Reconstruction WACV 2025
MonoPP: Metric-Scaled Self-Supervised Monocular Depth Estimation by Planar-Parallax Geometry in Automotive Applications WACV 2025
Learning Semi-Supervised Medical Image Segmentation from Spatial Registration WACV 2025
Unsupervised Video Highlight Detection by Learning from Audio and Visual Recurrence WACV 2025
Contrastive Learning of Image Representations Guided by Spatial Relations WACV 2025
Heterogeneous Datasets for Unsupervised Image Anomaly Detection WACV 2025
Improving Pelvic MR-CT Image Alignment with Self-Supervised Reference-Augmented Pseudo-CT Generation Framework WACV 2025
Diffusion-Based Conditional Image Editing through Optimized Inference with Guidance WACV 2025
MAGMA: Manifold Regularization for MAEs WACV 2025
DeepMIM: Deep Supervision for Masked Image Modeling WACV 2025
Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud WACV 2025
Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection NAACL 2025
Unsupervised Sentence Representation Learning with Syntactically Aligned Negative Samples NAACL 2025
Synthesizing Near-Boundary OOD Samples for Out-of-Distribution Detection ICCV 2025
Wave-driven Graph Neural Networks with Energy Dynamics for Over-smoothing Mitigation IJCAI 2025
Soft Separation and Distillation: Toward Global Uniformity in Federated Unsupervised Learning ICCV 2025
DriveX: Omni Scene Modeling for Learning Generalizable World Knowledge in Autonomous Driving ICCV 2025
Moto: Latent Motion Token as the Bridging Language for Learning Robot Manipulation from Videos ICCV 2025
MultiModal Action Conditioned Video Simulation ICCV 2025
Color Matching Using Hypernetwork-Based Kolmogorov-Arnold Networks ICCV 2025
AIM: Amending Inherent Interpretability via Self-Supervised Masking ICCV 2025
Disentangling Multi-view Representations via Curriculum Learning with Learnable Prior IJCAI 2025
SiM3D: Single-instance Multiview Multimodal and Multisetup 3D Anomaly Detection Benchmark ICCV 2025
COIN: Confidence Score-Guided Distillation for Annotation-Free Cell Segmentation ICCV 2025
Enhancing Multimodal Protein Function Prediction Through Dual-Branch Dynamic Selection with Reconstructive Pre-Training IJCAI 2025