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

SAMora: Enhancing SAM through Hierarchical Self-Supervised Pre-Training for Medical Images ICCV 2025

Beyond [cls]: Exploring the True Potential of Masked Image Modeling Representations ICCV 2025

DIH-CLIP: Unleashing the Diversity of Multi-Head Self-Attention for Training-Free Open-Vocabulary Semantic Segmentation ICCV 2025

UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers NAACL 2025

Team ML_Forge@DravidianLangTech 2025: Multimodal Hate Speech Detection in Dravidian Languages NAACL 2025

RobustHAR: Multi-scale Spatial-temporal Masked Self-supervised Pre-training for Robust Human Activity Recognition IJCAI 2025

Data-Efficient 3D Visual Grounding via Order-Aware Referring WACV 2025

GlobalDoc: A Cross-Modal Vision-Language Framework for Real-World Document Image Retrieval and Classification WACV 2025

Accounting for Spatial Variability with the Histogram of Oriented Gradients Based Masking Improves Performance of Masked Autoencoder over Hyperspectral Satellite Imagery (Student Abstract) AAAI 2025

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

STLight: A Fully Convolutional Approach for Efficient Predictive Learning by Spatio-Temporal Joint Processing WACV 2025

Self-Supervised Incremental Learning of Object Representations from Arbitrary Image Sets WACV 2025

DriveX: Omni Scene Modeling for Learning Generalizable World Knowledge in Autonomous Driving ICCV 2025

Federated Graph Anomaly Detection Through Contrastive Learning with Global Negative Pairs AAAI 2025

Investigating Imaging Annotation and Self-Supervision for the Classification of Continuously Developing Cells in Histological Whole Slide Images WACV 2025

A Denoising Pre-training Framework for Accelerating Novel Material Discovery AAAI 2025

EmoReg: Directional Latent Vector Modeling for Emotional Intensity Regularization in Diffusion-based Voice Conversion AAAI 2025

LV-MAE: Learning Long Video Representations through Masked-Embedding Autoencoders ICCV 2025

EEGMirror: Leveraging EEG Data in the Wild via Montage-Agnostic Self-Supervision for EEG to Video Decoding ICCV 2025

Feed-Forward SceneDINO for Unsupervised Semantic Scene Completion ICCV 2025

TESPEC: Temporally-Enhanced Self-Supervised Pretraining for Event Cameras ICCV 2025

SceneSplat: Gaussian Splatting-based Scene Understanding with Vision-Language Pretraining ICCV 2025

VehicleMAE: View-asymmetry Mutual Learning for Vehicle Re-identification Pre-training via Masked AutoEncoders ICCV 2025

Realistic and Efficient Face Swapping: A Unified Approach with Diffusion Models WACV 2025

Reframing Image Difference Captioning with BLIP2IDC and Synthetic Augmentation WACV 2025