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Self-Supervised Learning

402 directly classified papers

Papers per year

Papers

Controllability-Aware Unsupervised Skill Discovery ICML 2023
Unsupervised Skill Discovery for Learning Shared Structures across Changing Environments ICML 2023
Coreset Sampling From Open-Set for Fine-Grained Self-Supervised Learning CVPR 2023
Tracking Must Go On : Dialogue State Tracking with Verified Self-Training INTERSPEECH 2023
Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity AAAI 2023
Heterogeneous Graph Masked Autoencoders AAAI 2023
Speaker Embeddings as Individuality Proxy for Voice Stress Detection INTERSPEECH 2023
Representation Learning by Detecting Incorrect Location Embeddings AAAI 2023
PrimeNet: Pre-training for Irregular Multivariate Time Series AAAI 2023
Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning AAAI 2023
Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation WACV 2023
Weakly-Supervised Speech Pre-training: A Case Study on Target Speech Recognition INTERSPEECH 2023
ESPT: A Self-Supervised Episodic Spatial Pretext Task for Improving Few-Shot Learning AAAI 2023
Exploring Structured Semantic Prior for Multi Label Recognition With Incomplete Labels CVPR 2023
Investigating wav2vec2 context representations and the effects of fine-tuning, a case-study of a Finnish model INTERSPEECH 2023
Classifying depression symptom severity: Assessment of speech representations in personalized and generalized machine learning models. INTERSPEECH 2023
Novel Relation Detection: Discovering Unknown Relation Types via Multi-Strategy Self-Supervised Learning EMNLP 2023
Domain Adaptive Self-supervised Training of Automatic Speech Recognition INTERSPEECH 2023
Unsupervised Grammatical Error Correction Rivaling Supervised Methods EMNLP 2023
Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-Encoders EMNLP 2023
Uncertainty-Aware Self-Training for Low-Resource Neural Sequence Labeling AAAI 2023
Noisy Self-Training with Synthetic Queries for Dense Retrieval EMNLP 2023
Sentiment Knowledge Enhanced Self-supervised Learning for Multimodal Sentiment Analysis ACL 2023
ACSeg: Adaptive Conceptualization for Unsupervised Semantic Segmentation CVPR 2023
Socratic Pretraining: Question-Driven Pretraining for Controllable Summarization ACL 2023