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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

Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking EMNLP 2022
Instance Regularization for Discriminative Language Model Pre-training EMNLP 2022
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
The VoiceMOS Challenge 2022 INTERSPEECH 2022
PHO-LID: A Unified Model Incorporating Acoustic-Phonetic and Phonotactic Information for Language Identification INTERSPEECH 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
SPAct: Self-Supervised Privacy Preservation for Action Recognition CVPR 2022
ConDor: Self-Supervised Canonicalization of 3D Pose for Partial Shapes CVPR 2022
Preventing sensitive-word recognition using self-supervised learning to preserve user-privacy for automatic speech recognition INTERSPEECH 2022
Self-Supervised Learning with Multi-Target Contrastive Coding for Non-Native Acoustic Modeling of Mispronunciation Verification INTERSPEECH 2022
SelfRemaster: Self-Supervised Speech Restoration with Analysis-by-Synthesis Approach Using Channel Modeling INTERSPEECH 2022
The ZevoMOS entry to VoiceMOS Challenge 2022 INTERSPEECH 2022
Wav2vec-S: Semi-Supervised Pre-Training for Low-Resource ASR INTERSPEECH 2022
Membership Inference Attacks Against Self-supervised Speech Models INTERSPEECH 2022