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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

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
LG-FGAD: An Effective Federated Graph Anomaly Detection Framework IJCAI 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
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
Image Retrieval with Self-Supervised Divergence Minimization and Cross-Attention Classification IJCAI 2024
Backpropagation-free Network for 3D Test-time Adaptation CVPR 2024
Improving Acoustic Word Embeddings through Correspondence Training of Self-supervised Speech Representations EACL 2024
Customize your NeRF: Adaptive Source Driven 3D Scene Editing via Local-Global Iterative Training CVPR 2024
VOLTAGE: A Versatile Contrastive Learning based OCR Methodology for ultra low-resource scripts through Auto Glyph Feature Extraction EACL 2024
Injecting Wiktionary to improve token-level contextual representations using contrastive learning EACL 2024
CAP: A Context-Aware Neural Predictor for NAS IJCAI 2024
Investigating self-supervised speech models' ability to classify animal vocalizations: The case of gibbon's vocal signatures INTERSPEECH 2024