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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

Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing NIPS 2022
u-HuBERT: Unified Mixed-Modal Speech Pretraining And Zero-Shot Transfer to Unlabeled Modality NIPS 2022
Self-Supervised Object Detection From Audio-Visual Correspondence CVPR 2022
CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding CVPR 2022
Revisiting Graph Contrastive Learning from the Perspective of Graph Spectrum NIPS 2022
Self-Supervised Learning of Brain Dynamics from Broad Neuroimaging Data NIPS 2022
A Style-Aware Discriminator for Controllable Image Translation CVPR 2022
Cross-modal Learning for Image-Guided Point Cloud Shape Completion NIPS 2022
CCLF: A Contrastive-Curiosity-Driven Learning Framework for Sample-Efficient Reinforcement Learning IJCAI 2022
Incremental Cross-View Mutual Distillation for Self-Supervised Medical CT Synthesis CVPR 2022
DABS 2.0: Improved Datasets and Algorithms for Universal Self-Supervision NIPS 2022
Splicing ViT Features for Semantic Appearance Transfer CVPR 2022
Depth-Aware Generative Adversarial Network for Talking Head Video Generation CVPR 2022
Dressing in the Wild by Watching Dance Videos CVPR 2022
Self-Supervised Equivariant Learning for Oriented Keypoint Detection CVPR 2022
Attribute Surrogates Learning and Spectral Tokens Pooling in Transformers for Few-Shot Learning CVPR 2022
Addressing Resource Scarcity across Sign Languages with Multilingual Pretraining and Unified-Vocabulary Datasets NIPS 2022
Exploiting Pseudo Labels in a Self-Supervised Learning Framework for Improved Monocular Depth Estimation CVPR 2022
Self-Supervised Global-Local Structure Modeling for Point Cloud Domain Adaptation With Reliable Voted Pseudo Labels CVPR 2022
Scene Consistency Representation Learning for Video Scene Segmentation CVPR 2022
Temporal Context Matters: Enhancing Single Image Prediction With Disease Progression Representations CVPR 2022
Multi-Frame Self-Supervised Depth With Transformers CVPR 2022
Self-Supervised Contrastive Learning with Adversarial Perturbations for Defending Word Substitution-based Attacks NAACL 2022
Learning Reasoning Patterns for Relational Triple Extraction with Mutual Generation of Text and Graph ACL 2022
Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing AAAI 2022