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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

MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning ACL 2022
Voice Activity Projection: Self-supervised Learning of Turn-taking Events INTERSPEECH 2022
Semantic-Aware Auto-Encoders for Self-Supervised Representation Learning CVPR 2022
Noise Distribution Adaptive Self-Supervised Image Denoising Using Tweedie Distribution and Score Matching CVPR 2022
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization CVPR 2022
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-Supervised Medical Image Analysis CVPR 2022
Exploring Set Similarity for Dense Self-Supervised Representation Learning CVPR 2022
Learning Where To Learn in Cross-View Self-Supervised Learning CVPR 2022
Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement CVPR 2022
SLIC: Self-Supervised Learning With Iterative Clustering for Human Action Videos CVPR 2022
RGB-Multispectral Matching: Dataset, Learning Methodology, Evaluation CVPR 2022
Self-Supervised Speaker Verification Using Dynamic Loss-Gate and Label Correction INTERSPEECH 2022
Improving Mispronunciation Detection with Wav2vec2-based Momentum Pseudo-Labeling for Accentedness and Intelligibility Assessment INTERSPEECH 2022
DETReg: Unsupervised Pretraining With Region Priors for Object Detection CVPR 2022
Analyzing Language-Independent Speaker Anonymization Framework under Unseen Conditions INTERSPEECH 2022
Fire Together Wire Together: A Dynamic Pruning Approach With Self-Supervised Mask Prediction CVPR 2022
Look for the Change: Learning Object States and State-Modifying Actions From Untrimmed Web Videos CVPR 2022
AP-BSN: Self-Supervised Denoising for Real-World Images via Asymmetric PD and Blind-Spot Network CVPR 2022
Self-Supervised Keypoint Discovery in Behavioral Videos CVPR 2022
QS-Attn: Query-Selected Attention for Contrastive Learning in I2I Translation CVPR 2022
Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection CVPR 2022
ActiveZero: Mixed Domain Learning for Active Stereovision With Zero Annotation CVPR 2022
Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency CVPR 2022
Self-Supervised Dense Consistency Regularization for Image-to-Image Translation CVPR 2022
ATST: Audio Representation Learning with Teacher-Student Transformer INTERSPEECH 2022