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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

Syllable Discovery and Cross-Lingual Generalization in a Visually Grounded, Self-Supervised Speech Model INTERSPEECH 2023
Fragment-based Pretraining and Finetuning on Molecular Graphs NIPS 2023
Simple and Asymmetric Graph Contrastive Learning without Augmentations NIPS 2023
Towards Open-World Segmentation of Parts CVPR 2023
TacoPrompt: A Collaborative Multi-Task Prompt Learning Method for Self-Supervised Taxonomy Completion EMNLP 2023
A polar prediction model for learning to represent visual transformations NIPS 2023
Neural Foundations of Mental Simulation: Future Prediction of Latent Representations on Dynamic Scenes NIPS 2023
TranUSR: Phoneme-to-word Transcoder Based Unified Speech Representation Learning for Cross-lingual Speech Recognition INTERSPEECH 2023
Self-supervised Monocular Depth Estimation: Let's Talk About The Weather ICCV 2023
Downstream-agnostic Adversarial Examples ICCV 2023
Learning under Label Proportions for Text Classification EMNLP 2023
Weakly-Supervised Learning of Visual Relations in Multimodal Pretraining EMNLP 2023
VoxArabica: A Robust Dialect-Aware Arabic Speech Recognition System EMNLP 2023
Advances in Language Recognition in Low Resource African Languages: The JHU-MIT Submission for NIST LRE22 INTERSPEECH 2023
Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization EMNLP 2023
Aswat: Arabic Audio Dataset for Automatic Speech Recognition Using Speech-Representation Learning EMNLP 2023
Feature Normalization for Fine-tuning Self-Supervised Models in Speech Enhancement INTERSPEECH 2023
SkeletonMAE: Graph-based Masked Autoencoder for Skeleton Sequence Pre-training ICCV 2023
Self-supervised Learning to Bring Dual Reversed Rolling Shutter Images Alive ICCV 2023
Self-Supervised Monocular Depth Estimation by Direction-aware Cumulative Convolution Network ICCV 2023
GasMono: Geometry-Aided Self-Supervised Monocular Depth Estimation for Indoor Scenes ICCV 2023
Self-Supervised Character-to-Character Distillation for Text Recognition ICCV 2023
OPERA: Omni-Supervised Representation Learning with Hierarchical Supervisions ICCV 2023
Noise2Info: Noisy Image to Information of Noise for Self-Supervised Image Denoising ICCV 2023
Randomized Quantization: A Generic Augmentation for Data Agnostic Self-supervised Learning ICCV 2023