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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

Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance With Expanded Views CVPR 2022
When Does Contrastive Visual Representation Learning Work? CVPR 2022
Contrastive Dual Gating: Learning Sparse Features With Contrastive Learning CVPR 2022
Disentangled3D: Learning a 3D Generative Model With Disentangled Geometry and Appearance From Monocular Images CVPR 2022
Self-Supervised Image-Specific Prototype Exploration for Weakly Supervised Semantic Segmentation CVPR 2022
Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentation CVPR 2022
AUV-Net: Learning Aligned UV Maps for Texture Transfer and Synthesis CVPR 2022
Learning 3D Object Shape and Layout Without 3D Supervision CVPR 2022
3D Shape Variational Autoencoder Latent Disentanglement via Mini-Batch Feature Swapping for Bodies and Faces CVPR 2022
Towards Multi-Domain Single Image Dehazing via Test-Time Training CVPR 2022
Primitive3D: 3D Object Dataset Synthesis From Randomly Assembled Primitives CVPR 2022
Audio-Adaptive Activity Recognition Across Video Domains CVPR 2022
Contrastive Learning for Unsupervised Video Highlight Detection CVPR 2022
Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds CVPR 2022
Consistency Learning via Decoding Path Augmentation for Transformers in Human Object Interaction Detection CVPR 2022
MERLOT Reserve: Neural Script Knowledge Through Vision and Language and Sound CVPR 2022
Knowledge-Driven Self-Supervised Representation Learning for Facial Action Unit Recognition CVPR 2022
Robust Equivariant Imaging: A Fully Unsupervised Framework for Learning To Image From Noisy and Partial Measurements CVPR 2022
Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites CVPR 2022
Leveraging Self-Supervision for Cross-Domain Crowd Counting CVPR 2022
CREATER: CTR-driven Advertising Text Generation with Controlled Pre-Training and Contrastive Fine-Tuning NAACL 2022
Self-supervised Product Title Rewrite for Product Listing Ads NAACL 2022
Knowledge extraction from aeronautical messages (NOTAMs) with self-supervised language models for aircraft pilots NAACL 2022
Lacuna Reconstruction: Self-Supervised Pre-Training for Low-Resource Historical Document Transcription NAACL 2022
Exploiting Fine-tuning of Self-supervised Learning Models for Improving Bi-modal Sentiment Analysis and Emotion Recognition INTERSPEECH 2022