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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

Can Generative Geospatial Diffusion Models Excel as Discriminative Geospatial Foundation Models? ICCV 2025
Probing the Mid-level Vision Capabilities of Self-Supervised Learning CVPR 2025
Wenzhou Dialect Speech to Mandarin Text Conversion NAACL 2025
Open-World Skill Discovery from Unsegmented Demonstration Videos ICCV 2025
Punctuation Restoration Improves Structure Understanding without Supervision NAACL 2025
Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling AAAI 2025
Self-Learning Hyperspectral and Multispectral Image Fusion via Adaptive Residual Guided Subspace Diffusion Model CVPR 2025
Temporal Overlapping Prediction: A Self-supervised Pre-training Method for LiDAR Moving Object Segmentation ICCV 2025
ZoomLDM: Latent Diffusion Model for Multi-scale Image Generation CVPR 2025
Sea-ing in Low-light CVPR 2025
Self-Supervised Sparse Sensor Fusion for Long Range Perception ICCV 2025
BabyLM’s First Words: Word Segmentation as a Phonological Probing Task CONLL 2025
BOE-ViT: Boosting Orientation Estimation with Equivariance in Self-Supervised 3D Subtomogram Alignment CVPR 2025
GeoDepth: From Point-to-Depth to Plane-to-Depth Modeling for Self-Supervised Monocular Depth Estimation CVPR 2025
Gaze-LLE: Gaze Target Estimation via Large-Scale Learned Encoders CVPR 2025
ViiNeuS: Volumetric Initialization for Implicit Neural Surface Reconstruction of Urban Scenes with Limited Image Overlap CVPR 2025
Representation Space Augmentation for Effective Self-Supervised Learning on Tabular Data AAAI 2025
SSL-STMFormer Self-Supervised Learning Spatio-Temporal Entanglement Transformer for Traffic Flow Prediction AAAI 2025
MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation AAAI 2025
ST-ReP: Learning Predictive Representations Efficiently for Spatial-Temporal Forecasting AAAI 2025
Cross-View Graph Consistency Learning for Invariant Graph Representations AAAI 2025
3SAT: A Simple Self-Supervised Adversarial Training Framework AAAI 2025
Frequency-Masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning AAAI 2025
Pre-Training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information Bottleneck AAAI 2025
Unveiling Uncertainty: A Deep Dive into Calibration and Performance of Multimodal Large Language Models COLING 2025