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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Perturbed and Strict Mean Teachers for Semi-Supervised Semantic Segmentation CVPR 2022
Mix and Localize: Localizing Sound Sources in Mixtures CVPR 2022
Harmony: A Generic Unsupervised Approach for Disentangling Semantic Content From Parameterized Transformations CVPR 2022
Large-Scale Pre-Training for Person Re-Identification With Noisy Labels CVPR 2022
Deformable Sprites for Unsupervised Video Decomposition CVPR 2022
Directional Self-Supervised Learning for Heavy Image Augmentations CVPR 2022
Learning Program Representations for Food Images and Cooking Recipes CVPR 2022
Towards Multi-Domain Single Image Dehazing via Test-Time Training CVPR 2022
Self-Supervised Neural Articulated Shape and Appearance Models CVPR 2022
Cross-Architecture Self-Supervised Video Representation Learning CVPR 2022
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data CVPR 2022
DeepDPM: Deep Clustering With an Unknown Number of Clusters CVPR 2022
Focus on the Action: Learning to Highlight and Summarize Jointly for Email To-Do Items Summarization ACL 2022
3D Shape Variational Autoencoder Latent Disentanglement via Mini-Batch Feature Swapping for Bodies and Faces CVPR 2022
Unsupervised Learning of Accurate Siamese Tracking CVPR 2022
Learning 3D Object Shape and Layout Without 3D Supervision CVPR 2022
Recurrent Glimpse-Based Decoder for Detection With Transformer CVPR 2022
GenCompareSum: a hybrid unsupervised summarization method using salience ACL 2022
WALT: Watch and Learn 2D Amodal Representation From Time-Lapse Imagery CVPR 2022
Neural Prior for Trajectory Estimation CVPR 2022
AUV-Net: Learning Aligned UV Maps for Texture Transfer and Synthesis CVPR 2022
Unsupervised Vision-and-Language Pre-Training via Retrieval-Based Multi-Granular Alignment CVPR 2022
RigidFlow: Self-Supervised Scene Flow Learning on Point Clouds by Local Rigidity Prior CVPR 2022
Fine-Grained Object Classification via Self-Supervised Pose Alignment CVPR 2022
RFNet: Unsupervised Network for Mutually Reinforcing Multi-Modal Image Registration and Fusion CVPR 2022