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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Learning Representations by Predicting Bags of Visual Words CVPR 2020
Sketch-BERT: Learning Sketch Bidirectional Encoder Representation From Transformers by Self-Supervised Learning of Sketch Gestalt CVPR 2020
Cross-Domain Face Presentation Attack Detection via Multi-Domain Disentangled Representation Learning CVPR 2020
Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics CVPR 2020
G3AN: Disentangling Appearance and Motion for Video Generation CVPR 2020
Spatially Attentive Output Layer for Image Classification CVPR 2020
Affinity Graph Supervision for Visual Recognition CVPR 2020
Self-Supervised Learning of Pretext-Invariant Representations CVPR 2020
Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification CVPR 2020
Visual Chirality CVPR 2020
Orderless Recurrent Models for Multi-Label Classification CVPR 2020
Look-Into-Object: Self-Supervised Structure Modeling for Object Recognition CVPR 2020
Visual Commonsense R-CNN CVPR 2020
SPARE3D: A Dataset for SPAtial REasoning on Three-View Line Drawings CVPR 2020
Real-World Person Re-Identification via Degradation Invariance Learning CVPR 2020
Momentum Contrast for Unsupervised Visual Representation Learning CVPR 2020
Noisier2Noise: Learning to Denoise From Unpaired Noisy Data CVPR 2020
Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning CVPR 2020
Self-Trained Deep Ordinal Regression for End-to-End Video Anomaly Detection CVPR 2020
Learning Visual Emotion Representations From Web Data CVPR 2020
Improving Molecular Design by Stochastic Iterative Target Augmentation ICML 2020
Single Image Reflection Removal Through Cascaded Refinement CVPR 2020
SampleNet: Differentiable Point Cloud Sampling CVPR 2020
Deep 3D Portrait From a Single Image CVPR 2020
Self-Supervised Deep Visual Odometry With Online Adaptation CVPR 2020