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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Self-Supervised Learning of Visual Features Through Embedding Images Into Text Topic Spaces CVPR 2017
Segmentation-Free Word Embedding for Unsegmented Languages EMNLP 2017
Colorization as a Proxy Task for Visual Understanding CVPR 2017
Unsupervised Learning of Deep Feature Representation for Clustering Egocentric Actions IJCAI 2017
Anticipating Visual Representations From Unlabeled Video CVPR 2016
Learning Dense Correspondence via 3D-Guided Cycle Consistency CVPR 2016
A Holistic Approach to Cross-Channel Image Noise Modeling and Its Application to Image Denoising CVPR 2016
End-To-End Learning of Action Detection From Frame Glimpses in Videos CVPR 2016
Slow and Steady Feature Analysis: Higher Order Temporal Coherence in Video CVPR 2016
Using Self-Contradiction to Learn Confidence Measures in Stereo Vision CVPR 2016
DeepStereo: Learning to Predict New Views From the World's Imagery CVPR 2016
Augmenting Supervised Neural Networks with Unsupervised Objectives for Large-scale Image Classification ICML 2016
Augmentable Gamma Belief Networks JMLR 2016
Single-Channel Multi-Speaker Separation Using Deep Clustering INTERSPEECH 2016
Weakly-supervised text-to-speech alignment confidence measure COLING 2016
Semi-supervised Word Sense Disambiguation with Neural Models COLING 2016
Automatic Pronunciation Generation by Utilizing a Semi-Supervised Deep Neural Networks INTERSPEECH 2016
SoundNet: Learning Sound Representations from Unlabeled Video NIPS 2016
Dynamic Filter Networks NIPS 2016
Learning Wake-Sleep Recurrent Attention Models NIPS 2015
FlowNet: Learning Optical Flow With Convolutional Networks ICCV 2015
Efficient Label Collection for Unlabeled Image Datasets CVPR 2015
Watch-n-Patch: Unsupervised Understanding of Actions and Relations CVPR 2015
Discovering States and Transformations in Image Collections CVPR 2015
Interleaved Text/Image Deep Mining on a Very Large-Scale Radiology Database CVPR 2015