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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

XR-MBT: Multi-Modal Full Body Tracking for XR through Self-Supervision with Learned Depth Point Cloud Registration WACV 2025
Self-Supervised Learning with Probabilistic Density Labeling for Rainfall Probability Estimation WACV 2025
LUDVIG: Learning-Free Uplifting of 2D Visual Features to Gaussian Splatting Scenes ICCV 2025
FDS: Feedback-Guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization WACV 2025
Self-Supervised Learning with Spectral Low-Rank Prior for Hyperspectral Image Reconstruction WACV 2025
Learning to Visually Connect Actions and their Effects WACV 2025
DIP: Unsupervised Dense In-Context Post-training of Visual Representations ICCV 2025
HEX: Hierarchical Emergence Exploitation in Self-Supervised Algorithms WACV 2025
DMRN: A Dynamical Multi-Order Response Network for the Robust Lung Airway Segmentation WACV 2025
Lifting by Gaussians: A Simple Fast and Flexible Method for 3D Instance Segmentation WACV 2025
MPBR: Multimodal Progressive Bidirectional Reasoning for Open-Set Fine-Grained Recognition ICCV 2025
Eta-WavLM: Efficient Speaker Identity Removal in Self-Supervised Speech Representations Using a Simple Linear Equation ACL 2025
Unsupervised Video Highlight Detection by Learning from Audio and Visual Recurrence WACV 2025
ASCENT: Annotation-free Self-supervised Contrastive Embeddings for 3D Neuron Tracking in Fluorescence Microscopy ICCV 2025
From Curiosity to Clarity : Exploring the Impact of Consecutive Why-Questions NAACL 2025
Contrastive Learning of Image Representations Guided by Spatial Relations WACV 2025
Improving Pelvic MR-CT Image Alignment with Self-Supervised Reference-Augmented Pseudo-CT Generation Framework WACV 2025
Heterogeneous Datasets for Unsupervised Image Anomaly Detection WACV 2025
Learning Complex Heterogeneous Multimodal Fake News via Social Latent Network Inference AAAI 2025
DeepMIM: Deep Supervision for Masked Image Modeling WACV 2025
Boosting Semi-Supervised Video Action Detection with Temporal Context WACV 2025
MAGMA: Manifold Regularization for MAEs WACV 2025
Can Generative Models Improve Self-Supervised Representation Learning? AAAI 2025
SiM3D: Single-instance Multiview Multimodal and Multisetup 3D Anomaly Detection Benchmark ICCV 2025
RendBEV: Semantic Novel View Synthesis for Self-Supervised Bird's Eye View Segmentation WACV 2025