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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Generic and Trend-aware Curriculum Learning for Relation Extraction NAACL 2022
All You May Need for VQA are Image Captions NAACL 2022
Abstraction not Memory: BERT and the English Article System NAACL 2022
SSAST: Self-Supervised Audio Spectrogram Transformer AAAI 2022
Sequence Level Contrastive Learning for Text Summarization AAAI 2022
XLM-K: Improving Cross-Lingual Language Model Pre-training with Multilingual Knowledge AAAI 2022
Improving Relation Extraction through Syntax-induced Pre-training with Dependency Masking ACL 2022
Eureka: Neural Insight Learning for Knowledge Graph Reasoning COLING 2022
Pre-trained Token-replaced Detection Model as Few-shot Learner COLING 2022
CETA: A Consensus Enhanced Training Approach for Denoising in Distantly Supervised Relation Extraction COLING 2022
Weighted self Distillation for Chinese word segmentation ACL 2022
Do self-supervised speech models develop human-like perception biases? ACL 2022
Self-supervised Semantic-driven Phoneme Discovery for Zero-resource Speech Recognition ACL 2022
Mixed Embedding of XLM for Unsupervised Cantonese-Chinese Neural Machine Translation (Student Abstract) AAAI 2022
Text Revision By On-the-Fly Representation Optimization AAAI 2022
Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech AAAI 2022
Self-Supervised Audio-and-Text Pre-training with Extremely Low-Resource Parallel Data AAAI 2022
UNISON: Unpaired Cross-Lingual Image Captioning AAAI 2022
Regularizing End-to-End Speech Translation with Triangular Decomposition Agreement AAAI 2022
Continual Learning through Retrieval and Imagination AAAI 2022
Self-Supervised Enhancement of Latent Discovery in GANs AAAI 2022
Graph-Wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning AAAI 2022
Weakly Supervised Neural Symbolic Learning for Cognitive Tasks AAAI 2022
Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing AAAI 2022
Self-Supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss AAAI 2022