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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

Curriculum Learning Meets Weakly Supervised Multimodal Correlation Learning EMNLP 2022
Sentence Representation Learning with Generative Objective rather than Contrastive Objective EMNLP 2022
Mutual Exclusivity Training and Primitive Augmentation to Induce Compositionality EMNLP 2022
Learn What Is Possible, Then Choose What Is Best: Disentangling One-To-Many Relations in Language Through Text-based Games EMNLP 2022
Task Compass: Scaling Multi-task Pre-training with Task Prefix EMNLP 2022
Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model EMNLP 2022
DEER: Descriptive Knowledge Graph for Explaining Entity Relationships EMNLP 2022
LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training EMNLP 2022
Self-supervised Cross-modal Pretraining for Speech Emotion Recognition and Sentiment Analysis EMNLP 2022
Explore Unsupervised Structures in Pretrained Models for Relation Extraction EMNLP 2022
Privacy-Preserving Models for Legal Natural Language Processing EMNLP 2022
DATA: Domain-Aware and Task-Aware Self-Supervised Learning CVPR 2022
Learning Soft Estimator of Keypoint Scale and Orientation With Probabilistic Covariant Loss CVPR 2022
ConDor: Self-Supervised Canonicalization of 3D Pose for Partial Shapes CVPR 2022
DearKD: Data-Efficient Early Knowledge Distillation for Vision Transformers CVPR 2022
Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning CVPR 2022
Hierarchical Self-Supervised Representation Learning for Movie Understanding CVPR 2022
Probabilistic Representations for Video Contrastive Learning CVPR 2022
Masked Feature Prediction for Self-Supervised Visual Pre-Training CVPR 2022
Unsupervised Domain Generalization by Learning a Bridge Across Domains CVPR 2022
Context-Aware Sequence Alignment Using 4D Skeletal Augmentation CVPR 2022
Masked Autoencoders Are Scalable Vision Learners CVPR 2022
Learning From Untrimmed Videos: Self-Supervised Video Representation Learning With Hierarchical Consistency CVPR 2022
Self-Supervised Image Representation Learning With Geometric Set Consistency CVPR 2022
Self-Supervised Arbitrary-Scale Point Clouds Upsampling via Implicit Neural Representation CVPR 2022