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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies CVPR 2021
Single Pair Cross-Modality Super Resolution CVPR 2021
Right for the Right Concept: Revising Neuro-Symbolic Concepts by Interacting With Their Explanations CVPR 2021
Learning Monocular 3D Reconstruction of Articulated Categories From Motion CVPR 2021
Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization CVPR 2021
GATSBI: Generative Agent-Centric Spatio-Temporal Object Interaction CVPR 2021
Restore From Restored: Video Restoration With Pseudo Clean Video CVPR 2021
The Spatially-Correlative Loss for Various Image Translation Tasks CVPR 2021
High-Speed Image Reconstruction Through Short-Term Plasticity for Spiking Cameras CVPR 2021
Prototypical Cross-Domain Self-Supervised Learning for Few-Shot Unsupervised Domain Adaptation CVPR 2021
Panoptic Segmentation Forecasting CVPR 2021
Exploring Simple Siamese Representation Learning CVPR 2021
Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy CVPR 2021
Shelf-Supervised Mesh Prediction in the Wild CVPR 2021
Beyond Static Features for Temporally Consistent 3D Human Pose and Shape From a Video CVPR 2021
Pareto Self-Supervised Training for Few-Shot Learning CVPR 2021
Self-Supervised Simultaneous Multi-Step Prediction of Road Dynamics and Cost Map CVPR 2021
Multiple Object Tracking With Correlation Learning CVPR 2021
Deep Video Matting via Spatio-Temporal Alignment and Aggregation CVPR 2021
Look Who’s Talking: Active Speaker Detection in the Wild INTERSPEECH 2021
Self-Supervised Curriculum Learning for Spelling Error Correction EMNLP 2021
Graphine: A Dataset for Graph-aware Terminology Definition Generation EMNLP 2021
Self-Supervised Quality Estimation for Machine Translation EMNLP 2021
Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding EMNLP 2021
Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision EMNLP 2021