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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

SoundingActions: Learning How Actions Sound from Narrated Egocentric Videos CVPR 2024
Self-supervised speech representations display some human-like cross-linguistic perceptual abilities EMNLP 2024
Self-Regulated Sample Diversity in Large Language Models NAACL 2024
Non-contrastive sentence representations via self-supervision NAACL 2024
Exploring Self-supervised Logic-enhanced Training for Large Language Models NAACL 2024
HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Classification NAACL 2024
RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks NIPS 2024
Teaching Language Models to Self-Improve through Interactive Demonstrations NAACL 2024
MoNMT: Modularly Leveraging Monolingual and Bilingual Knowledge for Neural Machine Translation COLING 2024
Towards Dog Bark Decoding: Leveraging Human Speech Processing for Automated Bark Classification COLING 2024
Improving Language Model Reasoning with Self-motivated Learning COLING 2024
ViLCo-Bench: VIdeo Language COntinual learning Benchmark NIPS 2024
Is Crowdsourcing Breaking Your Bank? Cost-Effective Fine-Tuning of Pre-trained Language Models with Proximal Policy Optimization COLING 2024
From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning NAACL 2024
An Effective Automated Speaking Assessment Approach to Mitigating Data Scarcity and Imbalanced Distribution NAACL 2024
SwitchLight: Co-design of Physics-driven Architecture and Pre-training Framework for Human Portrait Relighting CVPR 2024
CM-Off-Meme: Code-Mixed Hindi-English Offensive Meme Detection with Multi-Task Learning by Leveraging Contextual Knowledge COLING 2024
Rationale-based Learning Using Self-Supervised Narrative Events for Text Summarisation of Interactive Digital Narratives COLING 2024
Self-StrAE at SemEval-2024 Task 1: Making Self-Structuring AutoEncoders Learn More With Less SEMEVAL 2024
Bootstrapping Autonomous Driving Radars with Self-Supervised Learning CVPR 2024
Exploring Pathological Speech Quality Assessment with ASR-Powered Wav2Vec2 in Data-Scarce Context COLING 2024
Audiocite.net : A Large Spoken Read Dataset in French COLING 2024
Triplet Attention Transformer for Spatiotemporal Predictive Learning WACV 2024
Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization NIPS 2024
Benchmarking Children's ASR with Supervised and Self-supervised Speech Foundation Models INTERSPEECH 2024