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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Learning Descriptor Networks for 3D Shape Synthesis and Analysis CVPR 2018
Towards Human-Machine Cooperation: Self-Supervised Sample Mining for Object Detection CVPR 2018
Deep Sparse Coding for Invariant Multimodal Halle Berry Neurons CVPR 2018
Learning to Sketch With Shortcut Cycle Consistency CVPR 2018
LEGO: Learning Edge With Geometry All at Once by Watching Videos CVPR 2018
Single View Stereo Matching CVPR 2018
Learning Pose Specific Representations by Predicting Different Views CVPR 2018
Self-Supervised Deep Low-Rank Assignment Model for Prototype Selection IJCAI 2018
A Deep Identity Representation for Noise Robust Spoofing Detection INTERSPEECH 2018
Cycle-Consistent Speech Enhancement INTERSPEECH 2018
Deep Learning for Acoustic Echo Cancellation in Noisy and Double-Talk Scenarios INTERSPEECH 2018
An Unsupervised Neural Prediction Framework for Learning Speaker Embeddings Using Recurrent Neural Networks INTERSPEECH 2018
Automatic Question Detection from Acoustic and Phonetic Features Using Feature-wise Pre-training INTERSPEECH 2018
Sampling Strategies in Siamese Networks for Unsupervised Speech Representation Learning INTERSPEECH 2018
Unspeech: Unsupervised Speech Context Embeddings INTERSPEECH 2018
Diarization is Hard: Some Experiences and Lessons Learned for the JHU Team in the Inaugural DIHARD Challenge INTERSPEECH 2018
Semi-supervised Cross-domain Visual Feature Learning for Audio-Visual Broadcast Speech Transcription INTERSPEECH 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
Understanding Back-Translation at Scale EMNLP 2018
Put It Back: Entity Typing with Language Model Enhancement EMNLP 2018
Self-Supervised Generation of Spatial Audio for 360° Video NIPS 2018