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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Exponential Moving Average Normalization for Self-Supervised and Semi-Supervised Learning CVPR 2021
Jigsaw Clustering for Unsupervised Visual Representation Learning CVPR 2021
Adaptive Prototype Learning and Allocation for Few-Shot Segmentation CVPR 2021
Self-Supervised Augmentation Consistency for Adapting Semantic Segmentation CVPR 2021
Modeling the Compatibility of Stem Tracks to Generate Music Mashups AAAI 2021
Interpretable Self-Supervised Facial Micro-Expression Learning to Predict Cognitive State and Neurological Disorders AAAI 2021
RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning AAAI 2021
SSN3D: Self-Separated Network to Align Parts for 3D Convolution in Video Person Re-Identification AAAI 2021
Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency AAAI 2021
Exploiting Audio-Visual Consistency with Partial Supervision for Spatial Audio Generation AAAI 2021
Self-Supervised Sketch-to-Image Synthesis AAAI 2021
A Global Occlusion-Aware Approach to Self-Supervised Monocular Visual Odometry AAAI 2021
HR-Depth: High Resolution Self-Supervised Monocular Depth Estimation AAAI 2021
Temporal Relational Modeling with Self-Supervision for Action Segmentation AAAI 2021
Dynamic Position-aware Network for Fine-grained Image Recognition AAAI 2021
Self-supervised Out-of-distribution Detection for Cardiac CMR Segmentation MIDL 2021
Continuous Learning in Neural Machine Translation using Bilingual Dictionaries EACL 2021
Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation EACL 2021
Contrasting distinct structured views to learn sentence embeddings EACL 2021
Sample efficient learning of image-based diagnostic classifiers via probabilistic labels AISTATS 2021
Self-Supervised Steering Angle Prediction for Vehicle Control Using Visual Odometry AISTATS 2021
Fine-Grained Foreground Retrieval via Teacher-Student Learning WACV 2021
Co-mining: Self-Supervised Learning for Sparsely Annotated Object Detection AAAI 2021
Weakly Supervised Semantic Segmentation for Large-Scale Point Cloud AAAI 2021
Coupling Macro-Sector-Micro Financial Indicators for Learning Stock Representations with Less Uncertainty AAAI 2021