self-supervised learning

3751 papers

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Also known as

ESSL DINO SSRL SSL OR NULL CSSL SSF SSID SS SSL MSSL GSSL SELF-SL SSLR SSCL CSL

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

VideoMAC: Video Masked Autoencoders Meet ConvNets CVPR 2024

LUWA Dataset: Learning Lithic Use-Wear Analysis on Microscopic Images CVPR 2024

Towards objective and interpretable speech disorder assessment: a comparative analysis of CNN and transformer-based models INTERSPEECH 2024

Self-Supervised Learning for ASR Pre-Training with Uniquely Determined Target Labels and Controlling Cepstrum Truncation for Speech Augmentation INTERSPEECH 2024

Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations INTERSPEECH 2024

DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA NIPS 2024

SERPENT-VLM : Self-Refining Radiology Report Generation Using Vision 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

R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic Pieces NAACL 2024

HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Classification NAACL 2024

Investigating self-supervised speech models' ability to classify animal vocalizations: The case of gibbon's vocal signatures INTERSPEECH 2024

Teaching Language Models to Self-Improve through Interactive Demonstrations NAACL 2024

Self-supervised Speech Representations Still Struggle with African American Vernacular English INTERSPEECH 2024

Exploring Self-supervised Logic-enhanced Training for Large Language Models NAACL 2024

From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning NAACL 2024

Improving Language Model Reasoning with Self-motivated Learning COLING 2024

Fusion from a Distributional Perspective: A Unified Symbiotic Diffusion Framework for Any Multisource Remote Sensing Data Classification IJCAI 2024

Is Crowdsourcing Breaking Your Bank? Cost-Effective Fine-Tuning of Pre-trained Language Models with Proximal Policy Optimization COLING 2024

PromptStream: Self-Supervised News Story Discovery Using Topic-Aware Article Representations COLING 2024

All Ears: Building Self-Supervised Learning based ASR models for Indian Languages at scale INTERSPEECH 2024

Speech Recognition Corpus of the Khinalug Language for Documenting Endangered Languages COLING 2024

Towards Dog Bark Decoding: Leveraging Human Speech Processing for Automated Bark Classification COLING 2024

Self-Regulated Sample Diversity in Large Language Models NAACL 2024

Exploring Pathological Speech Quality Assessment with ASR-Powered Wav2Vec2 in Data-Scarce Context COLING 2024

Speech Analysis of Language Varieties in Italy COLING 2024