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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

Improving Speech Emotion Recognition Using Self-Supervised Learning with Domain-Specific Audiovisual Tasks INTERSPEECH 2022
Wav2Vec-Aug: Improved self-supervised training with limited data INTERSPEECH 2022
On Combining Global and Localized Self-Supervised Models of Speech INTERSPEECH 2022
Phonetic Analysis of Self-supervised Representations of English Speech INTERSPEECH 2022
Exploring representation learning for small-footprint keyword spotting INTERSPEECH 2022
Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning INTERSPEECH 2022
DearKD: Data-Efficient Early Knowledge Distillation for Vision Transformers CVPR 2022
Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning CVPR 2022
Hierarchical Self-Supervised Representation Learning for Movie Understanding CVPR 2022
Probabilistic Representations for Video Contrastive Learning CVPR 2022
Masked Feature Prediction for Self-Supervised Visual Pre-Training CVPR 2022
Unsupervised Domain Generalization by Learning a Bridge Across Domains CVPR 2022
Context-Aware Sequence Alignment Using 4D Skeletal Augmentation CVPR 2022
Masked Autoencoders Are Scalable Vision Learners CVPR 2022
Learning From Untrimmed Videos: Self-Supervised Video Representation Learning With Hierarchical Consistency CVPR 2022
Self-Supervised Image Representation Learning With Geometric Set Consistency CVPR 2022
Self-Supervised Arbitrary-Scale Point Clouds Upsampling via Implicit Neural Representation CVPR 2022
BEVT: BERT Pretraining of Video Transformers CVPR 2022
Patch-Level Representation Learning for Self-Supervised Vision Transformers CVPR 2022
A Simple Data Mixing Prior for Improving Self-Supervised Learning CVPR 2022
Crafting Better Contrastive Views for Siamese Representation Learning CVPR 2022
Unifying Motion Deblurring and Frame Interpolation With Events CVPR 2022
Unsupervised Pre-Training for Temporal Action Localization Tasks CVPR 2022
Novel Class Discovery in Semantic Segmentation CVPR 2022
Sound and Visual Representation Learning With Multiple Pretraining Tasks CVPR 2022