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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

Self-Supervised Phonotactic Representations for Language Identification INTERSPEECH 2021
Mitigating Intensity Bias in Shadow Detection via Feature Decomposition and Reweighting ICCV 2021
Analyzing Speaker Information in Self-Supervised Models to Improve Zero-Resource Speech Processing INTERSPEECH 2021
Self-Supervised Dialogue Learning for Spoken Conversational Question Answering INTERSPEECH 2021
Spoken Term Detection and Relevance Score Estimation Using Dot-Product of Pronunciation Embeddings INTERSPEECH 2021
CLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and Patients ICML 2021
Equivariant Imaging: Learning Beyond the Range Space ICCV 2021
Contextual Similarity Aggregation with Self-attention for Visual Re-ranking NIPS 2021
Credal Self-Supervised Learning NIPS 2021
DepthInSpace: Exploitation and Fusion of Multiple Video Frames for Structured-Light Depth Estimation ICCV 2021
Self-Supervised Quality Estimation for Machine Translation EMNLP 2021
Self-Supervised Wasserstein Pseudo-Labeling for Semi-Supervised Image Classification CVPR 2021
Improving Text Auto-Completion with Next Phrase Prediction EMNLP 2021
Advancing Self-supervised Monocular Depth Learning with Sparse LiDAR CORL 2021
Unsupervised Video Representation Learning by Bidirectional Feature Prediction WACV 2021
Representation Learning From Videos In-the-Wild: An Object-Centric Approach WACV 2021
Unsupervised Multimodal Video-to-Video Translation via Self-Supervised Learning WACV 2021
Improving Few-Shot Learning Using Composite Rotation Based Auxiliary Task WACV 2021
Few-Shot Named Entity Recognition: An Empirical Baseline Study EMNLP 2021
Self-Improving Semantic Perception for Indoor Localisation CORL 2021
Anomaly Detection in Video via Self-Supervised and Multi-Task Learning CVPR 2021
Self-Supervised Motion Learning From Static Images CVPR 2021
Generalizing to the Open World: Deep Visual Odometry With Online Adaptation CVPR 2021
Learning Accurate Dense Correspondences and When To Trust Them CVPR 2021
Kaleido-BERT: Vision-Language Pre-Training on Fashion Domain CVPR 2021