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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

On the social bias of speech self-supervised models INTERSPEECH 2024
ES3: Evolving Self-Supervised Learning of Robust Audio-Visual Speech Representations CVPR 2024
EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation CVPR 2024
DAISY: Data Adaptive Self-Supervised Early Exit for Speech Representation Models INTERSPEECH 2024
Audiocite.net : A Large Spoken Read Dataset in French COLING 2024
Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability Composability and Decomposability from Anatomy via Self Supervision CVPR 2024
Test-Time Zero-Shot Temporal Action Localization CVPR 2024
Oversampling, Augmentation and Curriculum Learning for Speaking Assessment with Limited Training Data INTERSPEECH 2024
LAFS: Landmark-based Facial Self-supervised Learning for Face Recognition CVPR 2024
Insect-Foundation: A Foundation Model and Large-scale 1M Dataset for Visual Insect Understanding CVPR 2024
Quantifying Unintended Memorization in BEST-RQ ASR Encoders INTERSPEECH 2024
An NCDE-based Framework for Universal Representation Learning of Time Series IJCAI 2024
VideoMAC: Video Masked Autoencoders Meet ConvNets CVPR 2024
LUWA Dataset: Learning Lithic Use-Wear Analysis on Microscopic Images CVPR 2024
SUGAR: Pre-training 3D Visual Representations for Robotics CVPR 2024
Towards objective and interpretable speech disorder assessment: a comparative analysis of CNN and transformer-based models INTERSPEECH 2024
DiffForensics: Leveraging Diffusion Prior to Image Forgery Detection and Localization CVPR 2024
Scene Flow Prior Based Point Cloud Completion with Masked Transformer (Student Abstract) AAAI 2024
VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis CVPR 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
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
PromptStream: Self-Supervised News Story Discovery Using Topic-Aware Article Representations COLING 2024