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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

TS2Vec: Towards Universal Representation of Time Series AAAI 2022
Outlier Detection in Wind Turbine Frequency Converters Using Long-Term Sensor Data AAAI 2022
Learning Contrastive Multi-View Graphs for Recommendation (Student Abstract) AAAI 2022
Monocular Camera-Based Point-Goal Navigation by Learning Depth Channel and Cross-Modality Pyramid Fusion AAAI 2022
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators AAAI 2022
SAIL: Self-Augmented Graph Contrastive Learning AAAI 2022
Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models ACL 2022
Dict-BERT: Enhancing Language Model Pre-training with Dictionary ACL 2022
Utilizing Cross-Modal Contrastive Learning to Improve Item Categorization BERT Model ACL 2022
FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining ACL 2022
On the Robustness of Question Rewriting Systems to Questions of Varying Hardness ACL 2022
Contextual Representation Learning beyond Masked Language Modeling ACL 2022
End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding ACL 2022
Vision-Language Pretraining: Current Trends and the Future ACL 2022
Same Author or Just Same Topic? Towards Content-Independent Style Representations ACL 2022
SCD: Self-Contrastive Decorrelation of Sentence Embeddings ACL 2022
Cross-Modal Discrete Representation Learning ACL 2022
Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment ACL 2022
Do self-supervised speech models develop human-like perception biases? ACL 2022
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction ACL 2022
QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation EMNLP 2022
Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality? EMNLP 2022
InforMask: Unsupervised Informative Masking for Language Model Pretraining EMNLP 2022
Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking EMNLP 2022
Instance Regularization for Discriminative Language Model Pre-training EMNLP 2022