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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

Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation NIPS 2023
DiffUTE: Universal Text Editing Diffusion Model NIPS 2023
TopoSRL: Topology preserving self-supervised Simplicial Representation Learning NIPS 2023
Analyzing the Sample Complexity of Self-Supervised Image Reconstruction Methods NIPS 2023
Evaluating Self-Supervised Learning for Molecular Graph Embeddings NIPS 2023
Are Vision Transformers More Data Hungry Than Newborn Visual Systems? NIPS 2023
Contextually Affinitive Neighborhood Refinery for Deep Clustering NIPS 2023
FLSL: Feature-level Self-supervised Learning NIPS 2023
Navigating the Pitfalls of Active Learning Evaluation: A Systematic Framework for Meaningful Performance Assessment NIPS 2023
SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation NIPS 2023
Triangulation Residual Loss for Data-efficient 3D Pose Estimation NIPS 2023
Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning NIPS 2023
A High-Resolution Dataset for Instance Detection with Multi-View Object Capture NIPS 2023
Species196: A One-Million Semi-supervised Dataset for Fine-grained Species Recognition NIPS 2023
Learning Time-Invariant Representations for Individual Neurons from Population Dynamics NIPS 2023
Curriculum Learning With Infant Egocentric Videos NIPS 2023
Learning Human Action Recognition Representations Without Real Humans NIPS 2023
Self-supervised video pretraining yields robust and more human-aligned visual representations NIPS 2023
Language-based Action Concept Spaces Improve Video Self-Supervised Learning NIPS 2023
Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation Models NIPS 2023
Molecule Joint Auto-Encoding: Trajectory Pretraining with 2D and 3D Diffusion NIPS 2023
DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions NIPS 2023
Truncate-Split-Contrast: A Framework for Learning from Mislabeled Videos AAAI 2023
Neural Harmonics: Bridging Spectral Embedding and Matrix Completion in Self-Supervised Learning NIPS 2023
SNAP: Self-Supervised Neural Maps for Visual Positioning and Semantic Understanding NIPS 2023