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Self-Supervised Learning

3,224 papers

Papers per year

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Papers

Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition INTERSPEECH 2019
Improving Emotion Identification Using Phone Posteriors in Raw Speech Waveform Based DNN INTERSPEECH 2019
Noise Contrastive Priors for Functional Uncertainty UAI 2019
Self-Supervised Generation of Spatial Audio for 360° Video NIPS 2018
One-Shot Unsupervised Cross Domain Translation NIPS 2018
BRUNO: A Deep Recurrent Model for Exchangeable Data NIPS 2018
Playing hard exploration games by watching YouTube NIPS 2018
Visual Reinforcement Learning with Imagined Goals NIPS 2018
Training deep learning based denoisers without ground truth data NIPS 2018
Cooperative Learning of Audio and Video Models from Self-Supervised Synchronization NIPS 2018
Neural Nearest Neighbors Networks NIPS 2018
Hierarchical Neural Story Generation ACL 2018
Iterative Back-Translation for Neural Machine Translation ACL 2018
Learning Pose Specific Representations by Predicting Different Views CVPR 2018
Single View Stereo Matching CVPR 2018
LEGO: Learning Edge With Geometry All at Once by Watching Videos CVPR 2018
Learning to Sketch With Shortcut Cycle Consistency CVPR 2018
Deep Sparse Coding for Invariant Multimodal Halle Berry Neurons CVPR 2018
Towards Human-Machine Cooperation: Self-Supervised Sample Mining for Object Detection CVPR 2018
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose CVPR 2018
Learning Depth From Monocular Videos Using Direct Methods CVPR 2018
Self-Supervised Multi-Level Face Model Learning for Monocular Reconstruction at Over 250 Hz CVPR 2018
Self-Supervised Feature Learning by Learning to Spot Artifacts CVPR 2018
Free Supervision From Video Games CVPR 2018
“Zero-Shot” Super-Resolution Using Deep Internal Learning CVPR 2018