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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Geometry Guided Convolutional Neural Networks for Self-Supervised Video Representation Learning CVPR 2018
SfSNet: Learning Shape, Reflectance and Illuminance of Faces `in the Wild' CVPR 2018
Learning and Using the Arrow of Time CVPR 2018
Learning Compositional Visual Concepts With Mutual Consistency CVPR 2018
Smooth Neighbors on Teacher Graphs for Semi-Supervised Learning CVPR 2018
Deep Unsupervised Saliency Detection: A Multiple Noisy Labeling Perspective CVPR 2018
Learning Intrinsic Image Decomposition From Watching the World CVPR 2018
Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-Scale Lesion Database CVPR 2018
Improvements to Context Based Self-Supervised Learning CVPR 2018
Boosting Self-Supervised Learning via Knowledge Transfer CVPR 2018
Deep Image Prior CVPR 2018
Hierarchical Neural Story Generation ACL 2018
Iterative Back-Translation for Neural Machine Translation ACL 2018
Learning Longer-term Dependencies in RNNs with Auxiliary Losses ICML 2018
Differentiable plasticity: training plastic neural networks with backpropagation ICML 2018
Inductive Two-Layer Modeling with Parametric Bregman Transfer ICML 2018
Conditional Noise-Contrastive Estimation of Unnormalised Models ICML 2018
From Phonology to Syntax: Unsupervised Linguistic Typology at Different Levels with Language Embeddings NAACL 2018
Implicit Argument Prediction with Event Knowledge NAACL 2018
Noising and Denoising Natural Language: Diverse Backtranslation for Grammar Correction NAACL 2018
Learning Sentiment Memories for Sentiment Modification without Parallel Data EMNLP 2018
Semi-Supervised Sequence Modeling with Cross-View Training EMNLP 2018
Multi-Level Structured Self-Attentions for Distantly Supervised Relation Extraction EMNLP 2018
One-Shot Unsupervised Cross Domain Translation NIPS 2018
Image Restoration by Estimating Frequency Distribution of Local Patches CVPR 2018