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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

CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild CVPR 2021
LayoutTransformer: Scene Layout Generation With Conceptual and Spatial Diversity CVPR 2021
Neural Descent for Visual 3D Human Pose and Shape CVPR 2021
Self-Supervised Learning with Kernel Dependence Maximization NIPS 2021
DSC-PoseNet: Learning 6DoF Object Pose Estimation via Dual-Scale Consistency CVPR 2021
Memory Oriented Transfer Learning for Semi-Supervised Image Deraining CVPR 2021
Spatially Consistent Representation Learning CVPR 2021
Exploring Data-Efficient 3D Scene Understanding With Contrastive Scene Contexts CVPR 2021
An Improved Wav2Vec 2.0 Pre-Training Approach Using Enhanced Local Dependency Modeling for Speech Recognition INTERSPEECH 2021
Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting EMNLP 2021
STraTA: Self-Training with Task Augmentation for Better Few-shot Learning EMNLP 2021
Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring AAAI 2021
Semi-Supervised Learning for Multi-Task Scene Understanding by Neural Graph Consensus AAAI 2021
Augmented Partial Mutual Learning with Frame Masking for Video Captioning AAAI 2021
Exploiting Audio-Visual Consistency with Partial Supervision for Spatial Audio Generation AAAI 2021
Self-Supervised Sketch-to-Image Synthesis AAAI 2021
HR-Depth: High Resolution Self-Supervised Monocular Depth Estimation AAAI 2021
Exploiting Behavioral Consistence for Universal User Representation AAAI 2021
Self-Supervised Prototype Representation Learning for Event-Based Corporate Profiling AAAI 2021
Context Matters: Graph-based Self-supervised Representation Learning for Medical Images AAAI 2021
Contrastive Transformation for Self-supervised Correspondence Learning AAAI 2021
Distilling Localization for Self-Supervised Representation Learning AAAI 2021
Degree Planning with PLAN-BERT: Multi-Semester Recommendation Using Future Courses of Interest AAAI 2021
Joint Multimedia Event Extraction from Video and Article EMNLP 2021
Unsupervised Speech Recognition NIPS 2021