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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 Graph Neural Networks via Diverse and Interactive Message Passing AAAI 2022
Beyond Learning Features: Training a Fully-Functional Classifier with ZERO Instance-Level Labels AAAI 2022
TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework Using Self-Supervised Multi-Task Learning AAAI 2022
Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing AAAI 2022
SketchEdit: Mask-Free Local Image Manipulation With Partial Sketches CVPR 2022
Chitransformer: Towards Reliable Stereo From Cues CVPR 2022
Self-Supervised Domain Adaptation for Visual Navigation With Global Map Consistency WACV 2022
CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging MIDL 2022
Gated2Gated: Self-Supervised Depth Estimation From Gated Images CVPR 2022
VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction MIDL 2022
Comparing representations of biological data learned with different AI paradigms, augmenting and cropping strategies MIDL 2022
Self-Supervised Representation Learning for High-Content Screening MIDL 2022
Interpretable Prediction of Lung Squamous Cell Carcinoma Recurrence With Self-supervised Learning MIDL 2022
Inpaint2Learn: A Self-Supervised Framework for Affordance Learning WACV 2022
Leashing the Inner Demons: Self-Detoxification for Language Models AAAI 2022
Speech Pre-training with Acoustic Piece INTERSPEECH 2022
Hybrid Handcrafted and Learnable Audio Representation for Analysis of Speech Under Cognitive and Physical Load INTERSPEECH 2022
Self-Supervised Audio-and-Text Pre-training with Extremely Low-Resource Parallel Data AAAI 2022
Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling ACL 2022
Self-Supervised Bulk Motion Artifact Removal in Optical Coherence Tomography Angiography CVPR 2022
Recent Advances in Pre-trained Language Models: Why Do They Work and How Do They Work AACL 2022
Learning neural audio features without supervision INTERSPEECH 2022
Self-Supervised Models Are Continual Learners CVPR 2022
CSS: Combining Self-training and Self-supervised Learning for Few-shot Dialogue State Tracking AACL 2022
CoordGAN: Self-Supervised Dense Correspondences Emerge From GANs CVPR 2022