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Self-Supervised Learning

402 directly classified papers

Papers per year

Papers

Fast and Efficient Multilingual Self-Supervised Pre-training for Low-Resource Speech Recognition INTERSPEECH 2023
SOT: Self-supervised Learning-Assisted Optimal Transport for Unsupervised Adaptive Speech Emotion Recognition INTERSPEECH 2023
Speaker Embeddings as Individuality Proxy for Voice Stress Detection INTERSPEECH 2023
Classifying depression symptom severity: Assessment of speech representations in personalized and generalized machine learning models. INTERSPEECH 2023
Investigating wav2vec2 context representations and the effects of fine-tuning, a case-study of a Finnish model INTERSPEECH 2023
Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning AAAI 2023
Noisy Self-Training with Synthetic Queries for Dense Retrieval EMNLP 2023
ACSeg: Adaptive Conceptualization for Unsupervised Semantic Segmentation CVPR 2023
Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-Encoders EMNLP 2023
Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating AAAI 2023
Representation Learning by Detecting Incorrect Location Embeddings AAAI 2023
Attention-Conditioned Augmentations for Self-Supervised Anomaly Detection and Localization AAAI 2023
Scene Graph Enhanced Pseudo-Labeling for Referring Expression Comprehension EMNLP 2023
Novel Relation Detection: Discovering Unknown Relation Types via Multi-Strategy Self-Supervised Learning EMNLP 2023
Exploring Structured Semantic Prior for Multi Label Recognition With Incomplete Labels CVPR 2023
UniSplice: Universal Cross-Lingual Data Splicing for Low-Resource ASR INTERSPEECH 2023
Self-Supervised Continual Graph Learning in Adaptive Riemannian Spaces AAAI 2023
Making More of Little Data: Improving Low-Resource Automatic Speech Recognition Using Data Augmentation ACL 2023
KPT: Keyword-Guided Pre-training for Grounded Dialog Generation AAAI 2023
Domain Adaptive Self-supervised Training of Automatic Speech Recognition INTERSPEECH 2023
Semantic-Aware Implicit Template Learning via Part Deformation Consistency ICCV 2023
Tracking Must Go On : Dialogue State Tracking with Verified Self-Training INTERSPEECH 2023
Curriculum Learning for Self-supervised Speaker Verification INTERSPEECH 2023
On the Robustness of Arabic Speech Dialect Identification INTERSPEECH 2023
SC3K: Self-supervised and Coherent 3D Keypoints Estimation from Rotated, Noisy, and Decimated Point Cloud Data ICCV 2023