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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Learning Representations by Maximizing Mutual Information Across Views NIPS 2019
A Similarity-preserving Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit NIPS 2019
Emergence of Object Segmentation in Perturbed Generative Models NIPS 2019
Using Self-Supervised Learning Can Improve Model Robustness and Uncertainty NIPS 2019
Self-Supervised Deep Learning on Point Clouds by Reconstructing Space NIPS 2019
Data Parameters: A New Family of Parameters for Learning a Differentiable Curriculum NIPS 2019
Characterizing Bias in Classifiers using Generative Models NIPS 2019
Information Competing Process for Learning Diversified Representations NIPS 2019
Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition NIPS 2019
Joint-task Self-supervised Learning for Temporal Correspondence NIPS 2019
Wasserstein Dependency Measure for Representation Learning NIPS 2019
Unsupervised Curricula for Visual Meta-Reinforcement Learning NIPS 2019
Learning Latent Process from High-Dimensional Event Sequences via Efficient Sampling NIPS 2019
Curriculum-guided Hindsight Experience Replay NIPS 2019
Regularizing Trajectory Optimization with Denoising Autoencoders NIPS 2019
Discovery of Useful Questions as Auxiliary Tasks NIPS 2019
The Cells Out of Sample (COOS) dataset and benchmarks for measuring out-of-sample generalization of image classifiers NIPS 2019
Re-examination of the Role of Latent Variables in Sequence Modeling NIPS 2019
Learning to Learn By Self-Critique NIPS 2019
Learning about an exponential amount of conditional distributions NIPS 2019
Zero-shot Learning via Simultaneous Generating and Learning NIPS 2019
End-To-End Interpretable Neural Motion Planner CVPR 2019
Occlusion-Net: 2D/3D Occluded Keypoint Localization Using Graph Networks CVPR 2019
Learning Independent Object Motion From Unlabelled Stereoscopic Videos CVPR 2019
Self-Supervised Representation Learning by Rotation Feature Decoupling CVPR 2019