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Self-Supervised Learning

8,255 papers

Papers per year

Papers

Prototypical Cross-Domain Self-Supervised Learning for Few-Shot Unsupervised Domain Adaptation CVPR 2021
Semi-Supervised Synthesis of High-Resolution Editable Textures for 3D Humans CVPR 2021
Im2Vec: Synthesizing Vector Graphics Without Vector Supervision CVPR 2021
Unsupervised Part Segmentation Through Disentangling Appearance and Shape CVPR 2021
Positional Encoding As Spatial Inductive Bias in GANs CVPR 2021
Self-Supervised Augmentation Consistency for Adapting Semantic Segmentation CVPR 2021
CReST: A Class-Rebalancing Self-Training Framework for Imbalanced Semi-Supervised Learning CVPR 2021
FlowStep3D: Model Unrolling for Self-Supervised Scene Flow Estimation CVPR 2021
Neural Deformation Graphs for Globally-Consistent Non-Rigid Reconstruction CVPR 2021
Fostering Generalization in Single-View 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors CVPR 2021
Single-Stage Instance Shadow Detection With Bidirectional Relation Learning CVPR 2021
Self-Supervised 3D Mesh Reconstruction From Single Images CVPR 2021
Audio-Visual Instance Discrimination with Cross-Modal Agreement CVPR 2021
The Spatially-Correlative Loss for Various Image Translation Tasks CVPR 2021
Restore From Restored: Video Restoration With Pseudo Clean Video CVPR 2021
Interactive Self-Training With Mean Teachers for Semi-Supervised Object Detection CVPR 2021
AdaStereo: A Simple and Efficient Approach for Adaptive Stereo Matching CVPR 2021
How Well Do Self-Supervised Models Transfer? CVPR 2021
UP-DETR: Unsupervised Pre-Training for Object Detection With Transformers CVPR 2021
Self-Attention Based Text Knowledge Mining for Text Detection CVPR 2021
Unsupervised Visual Attention and Invariance for Reinforcement Learning CVPR 2021
Discovering Relationships Between Object Categories via Universal Canonical Maps CVPR 2021
Learning 3D Shape Feature for Texture-Insensitive Person Re-Identification CVPR 2021
Partial Person Re-Identification With Part-Part Correspondence Learning CVPR 2021
Noise-Resistant Deep Metric Learning With Ranking-Based Instance Selection CVPR 2021