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Self-Supervised Learning

402 directly classified papers

Papers per year

Papers

Self-Supervised Category-Level 6D Object Pose Estimation with Deep Implicit Shape Representation AAAI 2022
A Framework for Learning Ante-Hoc Explainable Models via Concepts CVPR 2022
Unsupervised Chinese Word Segmentation with BERT Oriented Probing and Transformation ACL 2022
Borrowing Human Senses: Comment-Aware Self-Training for Social Media Multimodal Classification EMNLP 2022
Combating Sampling Bias: A Self-Training Method in Credit Risk Models AAAI 2022
Fusion of Self-supervised Learned Models for MOS Prediction INTERSPEECH 2022
Incremental Layer-Wise Self-Supervised Learning for Efficient Unsupervised Speech Domain Adaptation On Device INTERSPEECH 2022
HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction NAACL 2022
Improving In-Context Few-Shot Learning via Self-Supervised Training NAACL 2022
SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling NAACL 2022
Learning Dialogue Representations from Consecutive Utterances NAACL 2022
On the Use of External Data for Spoken Named Entity Recognition NAACL 2022
Federated Self-supervised Speech Representations: Are We There Yet? INTERSPEECH 2022
Analysis of Self-Supervised Learning and Dimensionality Reduction Methods in Clustering-Based Active Learning for Speech Emotion Recognition INTERSPEECH 2022
Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition INTERSPEECH 2022
Investigating Self-supervised Pretraining Frameworks for Pathological Speech Recognition INTERSPEECH 2022
SimAN: Exploring Self-Supervised Representation Learning of Scene Text via Similarity-Aware Normalization CVPR 2022
Motion-Aware Contrastive Video Representation Learning via Foreground-Background Merging CVPR 2022
Long-Short Temporal Contrastive Learning of Video Transformers CVPR 2022
CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding CVPR 2022
FreeSOLO: Learning To Segment Objects Without Annotations CVPR 2022
CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning IJCAI 2022
Leveraging Time Irreversibility with Order-Contrastive Pre-training AISTATS 2022
MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption AISTATS 2022
Distance-Based Hyperspherical Classification for Multi-Source Open-Set Domain Adaptation WACV 2022