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self-supervised learning

3751 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6174) contrastive learning (3979) transfer learning (5442) unsupervised learning (3255) graph neural network (3945) domain adaptation (4578) multimodal learning (4622) semantic segmentation (3179) depth estimation (1540) knowledge distillation (3680)

Papers

SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales EMNLP 2024
Using wav2vec 2.0 for phonetic classification tasks: methodological aspects INTERSPEECH 2024
LiBERTa: Advancing Ukrainian Language Modeling through Pre-training from Scratch COLING 2024
World to Code: Multi-modal Data Generation via Self-Instructed Compositional Captioning and Filtering EMNLP 2024
SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented Generation EMNLP 2024
Towards a theory of how the structure of language is acquired by deep neural networks NIPS 2024
CAP: A Context-Aware Neural Predictor for NAS IJCAI 2024
KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases EMNLP 2024
Development and Evaluation of a German Language Model for the Financial Domain COLING 2024
Evaluating Self-Supervised Speech Representations for Indigenous American Languages COLING 2024
Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features? INTERSPEECH 2024
Your contrastive learning problem is secretly a distribution alignment problem NIPS 2024
Mitigating Overfitting in Structured Pruning of ASR Models with Gradient-Guided Parameter Regularization INTERSPEECH 2024
A Self-verified Method for Exploring Simile Knowledge from Pre-trained Language Models COLING 2024
Hypergraph-Based Session Modeling: A Multi-Collaborative Self-Supervised Approach for Enhanced Recommender Systems COLING 2024
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning NAACL 2024
ClusterFix: A Cluster-Based Debiasing Approach Without Protected-Group Supervision WACV 2024
DPPMask: Masked Image Modeling With Determinantal Point Processes WACV 2024
TokSing: Singing Voice Synthesis based on Discrete Tokens INTERSPEECH 2024
SCoRD: Subject-Conditional Relation Detection With Text-Augmented Data WACV 2024
Word-level Text Markup for Prosody Control in Speech Synthesis INTERSPEECH 2024
CXR-IRGen: An Integrated Vision and Language Model for the Generation of Clinically Accurate Chest X-Ray Image-Report Pairs WACV 2024
Annotation-Free Audio-Visual Segmentation WACV 2024
Self-supervised Debiasing Using Low Rank Regularization CVPR 2024
FreePoint: Unsupervised Point Cloud Instance Segmentation CVPR 2024