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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

RényiCL: Contrastive Representation Learning with Skew Rényi Divergence NIPS 2022
TreeMoCo: Contrastive Neuron Morphology Representation Learning NIPS 2022
Deep Bidirectional Language-Knowledge Graph Pretraining NIPS 2022
Improving Self-Supervised Learning by Characterizing Idealized Representations NIPS 2022
Analyzing Data-Centric Properties for Graph Contrastive Learning NIPS 2022
SemMAE: Semantic-Guided Masking for Learning Masked Autoencoders NIPS 2022
ElasticMVS: Learning elastic part representation for self-supervised multi-view stereopsis NIPS 2022
How Mask Matters: Towards Theoretical Understandings of Masked Autoencoders NIPS 2022
Self-supervised surround-view depth estimation with volumetric feature fusion NIPS 2022
Green Hierarchical Vision Transformer for Masked Image Modeling NIPS 2022
A Unified Model for Multi-class Anomaly Detection NIPS 2022
Touch and Go: Learning from Human-Collected Vision and Touch NIPS 2022
Self-supervised Heterogeneous Graph Pre-training Based on Structural Clustering NIPS 2022
Semi-supervised Vision Transformers at Scale NIPS 2022
Associating Objects and Their Effects in Video through Coordination Games NIPS 2022
Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training NIPS 2022
OGC: Unsupervised 3D Object Segmentation from Rigid Dynamics of Point Clouds NIPS 2022
BYOL-Explore: Exploration by Bootstrapped Prediction NIPS 2022
Uncovering the Structural Fairness in Graph Contrastive Learning NIPS 2022
MOVE: Unsupervised Movable Object Segmentation and Detection NIPS 2022
Variable-rate hierarchical CPC leads to acoustic unit discovery in speech NIPS 2022
AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints NIPS 2022
MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning NIPS 2022
Investigation of Ensemble features of Self-Supervised Pretrained Models for Automatic Speech Recognition INTERSPEECH 2022
Scaling ASR Improves Zero and Few Shot Learning INTERSPEECH 2022