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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Learning to Sketch With Shortcut Cycle Consistency CVPR 2018
Cross-Domain Self-Supervised Multi-Task Feature Learning Using Synthetic Imagery CVPR 2018
Collaborative Learning for Deep Neural Networks NIPS 2018
Learning Pose Specific Representations by Predicting Different Views CVPR 2018
Trading robust representations for sample complexity through self-supervised visual experience NIPS 2018
Self-Supervised Generation of Spatial Audio for 360° Video NIPS 2018
A Likelihood-Free Inference Framework for Population Genetic Data using Exchangeable Neural Networks NIPS 2018
Multivariate Time Series Imputation with Generative Adversarial Networks NIPS 2018
A Probabilistic U-Net for Segmentation of Ambiguous Images NIPS 2018
Semantic Visual Localization CVPR 2018
Boosting Self-Supervised Learning via Knowledge Transfer CVPR 2018
Speaker-Follower Models for Vision-and-Language Navigation NIPS 2018
Playing hard exploration games by watching YouTube NIPS 2018
Diverse Ensemble Evolution: Curriculum Data-Model Marriage NIPS 2018
Improving Neural Program Synthesis with Inferred Execution Traces NIPS 2018
Multi-Layered Gradient Boosting Decision Trees NIPS 2018
Towards Human-Machine Cooperation: Self-Supervised Sample Mining for Object Detection CVPR 2018
DiverseNet: When One Right Answer Is Not Enough CVPR 2018
Dual Conditional GANs for Face Aging and Rejuvenation IJCAI 2018
Improvements to Context Based Self-Supervised Learning CVPR 2018
HL-EncDec: A Hybrid-Level Encoder-Decoder for Neural Response Generation COLING 2018
"Chitty-Chitty-Chat Bot": Deep Learning for Conversational AI IJCAI 2018
Computational Modeling of Conversational Humor in Psychotherapy INTERSPEECH 2018
Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform CVPR 2018
Self-Supervised Feature Learning by Learning to Spot Artifacts CVPR 2018