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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

Semantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training COLING 2024
Pre-training General User Representation with Multi-type APP Behaviors IJCAI 2024
Speech Recognition Corpus of the Khinalug Language for Documenting Endangered Languages COLING 2024
SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales EMNLP 2024
Using wav2vec 2.0 for phonetic classification tasks: methodological aspects INTERSPEECH 2024
World to Code: Multi-modal Data Generation via Self-Instructed Compositional Captioning and Filtering EMNLP 2024
CM-Off-Meme: Code-Mixed Hindi-English Offensive Meme Detection with Multi-Task Learning by Leveraging Contextual Knowledge COLING 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
KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases EMNLP 2024
A Self-verified Method for Exploring Simile Knowledge from Pre-trained Language Models COLING 2024
Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features? INTERSPEECH 2024
NCIS: Neural Contextual Iterative Smoothing for Purifying Adversarial Perturbations WACV 2024
From Denoising Training To Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation WACV 2024
SCoRD: Subject-Conditional Relation Detection With Text-Augmented Data WACV 2024
Your contrastive learning problem is secretly a distribution alignment problem NIPS 2024
Annotation-Free Audio-Visual Segmentation WACV 2024
Mitigating Overfitting in Structured Pruning of ASR Models with Gradient-Guided Parameter Regularization INTERSPEECH 2024
DPPMask: Masked Image Modeling With Determinantal Point Processes WACV 2024
Weakly-Supervised Representation Learning for Video Alignment and Analysis WACV 2024
Improving the Robustness of Large Language Models via Consistency Alignment COLING 2024
Development and Evaluation of a German Language Model for the Financial Domain COLING 2024
Improving Language Model Reasoning with Self-motivated Learning COLING 2024
Searching for Structure: Appraising the Organisation of Speech Features in wav2vec 2.0 Embeddings INTERSPEECH 2024
Multilingual Models for ASR in Chibchan Languages NAACL 2024