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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

Self-Supervised Representation Learning via Latent Graph Prediction ICML 2022
SAS: Self-Augmentation Strategy for Language Model Pre-training AAAI 2022
Boosting Contrastive Learning with Relation Knowledge Distillation AAAI 2022
Self-Supervised Learning Through Efference Copies NIPS 2022
Self-supervised Amodal Video Object Segmentation NIPS 2022
Procedural Image Programs for Representation Learning NIPS 2022
Enhance the Visual Representation via Discrete Adversarial Training NIPS 2022
VICRegL: Self-Supervised Learning of Local Visual Features NIPS 2022
Learning Dense Object Descriptors from Multiple Views for Low-shot Category Generalization NIPS 2022
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis NIPS 2022
Self-Supervised Visual Representation Learning with Semantic Grouping NIPS 2022
RSA: Reducing Semantic Shift from Aggressive Augmentations for Self-supervised Learning NIPS 2022
Adapting Self-Supervised Vision Transformers by Probing Attention-Conditioned Masking Consistency NIPS 2022
SAVi++: Towards End-to-End Object-Centric Learning from Real-World Videos NIPS 2022
Distilling Representations from GAN Generator via Squeeze and Span NIPS 2022
MCMAE: Masked Convolution Meets Masked Autoencoders NIPS 2022
Masked Autoencoders As Spatiotemporal Learners NIPS 2022
Identity-Disentangled Adversarial Augmentation for Self-supervised Learning ICML 2022
Style Neophile: Constantly Seeking Novel Styles for Domain Generalization CVPR 2022
MetAug: Contrastive Learning via Meta Feature Augmentation ICML 2022
SelF-Eval: Self-supervised Fine-grained Dialogue Evaluation COLING 2022
A$^3$T: Alignment-Aware Acoustic and Text Pretraining for Speech Synthesis and Editing ICML 2022
Self-supervised learning with random-projection quantizer for speech recognition ICML 2022
Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion ICML 2022
Addressing Leakage in Self-Supervised Contextualized Code Retrieval COLING 2022