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self-supervised learning

3777 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6206) contrastive learning (4032) transfer learning (5449) unsupervised learning (3264) graph neural network (3962) domain adaptation (4595) multimodal learning (4645) semantic segmentation (3186) depth estimation (1542) knowledge distillation (3725)

Papers

Positional Label for Self-Supervised Vision Transformer AAAI 2023
Self-Supervised Video Representation Learning via Latent Time Navigation AAAI 2023
ROIFormer: Semantic-Aware Region of Interest Transformer for Efficient Self-Supervised Monocular Depth Estimation AAAI 2023
Contrastive Masked Autoencoders for Self-Supervised Video Hashing AAAI 2023
Mean-Shifted Contrastive Loss for Anomaly Detection AAAI 2023
CrysGNN: Distilling Pre-trained Knowledge to Enhance Property Prediction for Crystalline Materials AAAI 2023
Online Noisy Continual Relation Learning AAAI 2023
Self-Improving Robots: End-to-End Autonomous Visuomotor Reinforcement Learning CORL 2023
Combating Bilateral Edge Noise for Robust Link Prediction NIPS 2023
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction ACL 2023
Self-Evolution Learning for Discriminative Language Model Pretraining ACL 2023
Commonsense Knowledge Transfer for Pre-trained Language Models ACL 2023
Self-Supervised Motion Magnification by Backpropagating Through Optical Flow NIPS 2023
SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling NIPS 2023
Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning NIPS 2023
Encoding Time-Series Explanations through Self-Supervised Model Behavior Consistency NIPS 2023
Contrast Everything: A Hierarchical Contrastive Framework for Medical Time-Series NIPS 2023
BasisFormer: Attention-based Time Series Forecasting with Learnable and Interpretable Basis NIPS 2023
ProtoCon: Pseudo-Label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-Supervised Learning CVPR 2023
CLIP-S4: Language-Guided Self-Supervised Semantic Segmentation CVPR 2023
MM-3DScene: 3D Scene Understanding by Customizing Masked Modeling With Informative-Preserved Reconstruction and Self-Distilled Consistency CVPR 2023
Data-Driven Feature Tracking for Event Cameras CVPR 2023
FUSSL: Fuzzy Uncertain Self Supervised Learning WACV 2023
Instance and Category Supervision are Alternate Learners for Continual Learning ICCV 2023
Improving Pixel-based MIM by Reducing Wasted Modeling Capability ICCV 2023