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self-supervised learning

3751 papers

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Also known as

SSL SELF-SL

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

Disfluency Detection with Unlabeled Data and Small BERT Models INTERSPEECH 2021
Comparing CTC and LFMMI for Out-of-Domain Adaptation of wav2vec 2.0 Acoustic Model INTERSPEECH 2021
Exponential Moving Average Normalization for Self-Supervised and Semi-Supervised Learning CVPR 2021
Single Image Depth Prediction With Wavelet Decomposition CVPR 2021
Self-Supervised Geometric Perception CVPR 2021
Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy CVPR 2021
Learning To Segment Actions From Visual and Language Instructions via Differentiable Weak Sequence Alignment CVPR 2021
Exploring Simple Siamese Representation Learning CVPR 2021
Learning Complete 3D Morphable Face Models From Images and Videos CVPR 2021
SelfSAGCN: Self-Supervised Semantic Alignment for Graph Convolution Network CVPR 2021
Narrative Plan Generation with Self-Supervised Learning AAAI 2021
Visualization of Supervised and Self-Supervised Neural Networks via Attribution Guided Factorization AAAI 2021
Self-supervised Graph-level Representation Learning with Local and Global Structure ICML 2021
Multi-Task Self-Supervised Learning for Disfluency Detection AAAI 2020
Graph-based, Self-Supervised Program Repair from Diagnostic Feedback ICML 2020
A Simple Framework for Contrastive Learning of Visual Representations ICML 2020
Adversarial Discriminative Attention for Robust Anomaly Detection WACV 2020
Domain Bridge for Unpaired Image-to-Image Translation and Unsupervised Domain Adaptation WACV 2020
TailorGAN: Making User-Defined Fashion Designs WACV 2020
Plan ahead: Self-Supervised Text Planning for Paragraph Completion Task EMNLP 2020
S3K: Self-Supervised Semantic Keypoints for Robotic Manipulation via Multi-View Consistency CORL 2020
Defense for Black-Box Attacks on Anti-Spoofing Models by Self-Supervised Learning INTERSPEECH 2020
Unsupervised Monocular Depth Learning in Dynamic Scenes CORL 2020
Attentional Separation-and-Aggregation Network for Self-supervised Depth-Pose Learning in Dynamic Scenes CORL 2020
Unsupervised Metric Relocalization Using Transform Consistency Loss CORL 2020