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self-supervised learning

3777 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6206) contrastive learning (4032) transfer learning (5449) unsupervised learning (3264) graph neural network (3962) domain adaptation (4595) multimodal learning (4645) semantic segmentation (3186) depth estimation (1542) knowledge distillation (3725)

Papers

Regeneration Learning: A Learning Paradigm for Data Generation AAAI 2024
From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning NAACL 2024
Self-Regulated Sample Diversity in Large Language Models NAACL 2024
LG AI Research & KAIST at EHRSQL 2024: Self-Training Large Language Models with Pseudo-Labeled Unanswerable Questions for a Reliable Text-to-SQL System on EHRs NAACL 2024
Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features? INTERSPEECH 2024
Exploring Self-supervised Logic-enhanced Training for Large Language Models NAACL 2024
Towards Dog Bark Decoding: Leveraging Human Speech Processing for Automated Bark Classification COLING 2024
HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Classification NAACL 2024
Speech Recognition Corpus of the Khinalug Language for Documenting Endangered Languages COLING 2024
Your contrastive learning problem is secretly a distribution alignment problem NIPS 2024
EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition CVPR 2024
Improving Language Model Reasoning with Self-motivated Learning COLING 2024
SODA: Bottleneck Diffusion Models for Representation Learning CVPR 2024
Mitigating Overfitting in Structured Pruning of ASR Models with Gradient-Guided Parameter Regularization INTERSPEECH 2024
Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange CVPR 2024
PromptStream: Self-Supervised News Story Discovery Using Topic-Aware Article Representations COLING 2024
SD2Event:Self-supervised Learning of Dynamic Detectors and Contextual Descriptors for Event Cameras CVPR 2024
Is Crowdsourcing Breaking Your Bank? Cost-Effective Fine-Tuning of Pre-trained Language Models with Proximal Policy Optimization COLING 2024
Teaching Language Models to Self-Improve through Interactive Demonstrations NAACL 2024
Hypergraph-Based Session Modeling: A Multi-Collaborative Self-Supervised Approach for Enhanced Recommender Systems COLING 2024
Novel View Synthesis with View-Dependent Effects from a Single Image CVPR 2024
Semantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training COLING 2024
FreePoint: Unsupervised Point Cloud Instance Segmentation CVPR 2024
TokSing: Singing Voice Synthesis based on Discrete Tokens INTERSPEECH 2024
Speech Analysis of Language Varieties in Italy COLING 2024