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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Dancing to Music NIPS 2019
Information Competing Process for Learning Diversified Representations NIPS 2019
Unsupervised Scale-consistent Depth and Ego-motion Learning from Monocular Video NIPS 2019
Blind Super-Resolution Kernel Estimation using an Internal-GAN NIPS 2019
Learning about an exponential amount of conditional distributions NIPS 2019
DeepUSPS: Deep Robust Unsupervised Saliency Prediction via Self-supervision NIPS 2019
Unsupervised Scalable Representation Learning for Multivariate Time Series NIPS 2019
Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge Distillation for Unsupervised Monocular Depth Estimation CVPR 2019
Discovering Visual Patterns in Art Collections With Spatially-Consistent Feature Learning CVPR 2019
TraVeLGAN: Image-To-Image Translation by Transformation Vector Learning CVPR 2019
Salient Speech Representations Based on Cloned Networks INTERSPEECH 2019
Predicting Humor by Learning from Time-Aligned Comments INTERSPEECH 2019
Tagged Back-Translation ACL 2019
Generalizing Back-Translation in Neural Machine Translation ACL 2019
APE at Scale and Its Implications on MT Evaluation Biases ACL 2019
MoRTy: Unsupervised Learning of Task-specialized Word Embeddings by Autoencoding ACL 2019
From Insanely Jealous to Insanely Delicious: Computational Models for the Semantic Bleaching of English Intensifiers ACL 2019
GLTR: Statistical Detection and Visualization of Generated Text ACL 2019
Sentence Centrality Revisited for Unsupervised Summarization ACL 2019
Self-Supervised Dialogue Learning ACL 2019
Learning to Abstract for Memory-augmented Conversational Response Generation ACL 2019
Learning Correspondence From the Cycle-Consistency of Time CVPR 2019
Motion Guided Spatial Attention for Video Captioning AAAI 2019
MirrorGAN: Learning Text-To-Image Generation by Redescription CVPR 2019
Fully Automatic Video Colorization With Self-Regularization and Diversity CVPR 2019