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Self-Supervised Learning

3,224 papers

Papers per year

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Papers

Learning Longer-term Dependencies in RNNs with Auxiliary Losses ICML 2018
StackDRL: Stacked Deep Reinforcement Learning for Fine-grained Visual Categorization IJCAI 2018
Self-Supervised Deep Low-Rank Assignment Model for Prototype Selection IJCAI 2018
A Deep Identity Representation for Noise Robust Spoofing Detection INTERSPEECH 2018
An Unsupervised Neural Prediction Framework for Learning Speaker Embeddings Using Recurrent Neural Networks INTERSPEECH 2018
Cycle-Consistent Speech Enhancement INTERSPEECH 2018
Exploring How Phone Classification Neural Networks Learn Phonetic Information by Visualising and Interpreting Bottleneck Features 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
Deep Learning for Acoustic Echo Cancellation in Noisy and Double-Talk Scenarios INTERSPEECH 2018
Semi-supervised Cross-domain Visual Feature Learning for Audio-Visual Broadcast Speech Transcription INTERSPEECH 2018
Self-Attentive Speaker Embeddings for Text-Independent Speaker Verification INTERSPEECH 2018
Noising and Denoising Natural Language: Diverse Backtranslation for Grammar Correction NAACL 2018
Implicit Argument Prediction with Event Knowledge NAACL 2018
From Phonology to Syntax: Unsupervised Linguistic Typology at Different Levels with Language Embeddings NAACL 2018
Concrete Dropout NIPS 2017
Self-supervised Learning of Motion Capture NIPS 2017
Self-Supervised Intrinsic Image Decomposition NIPS 2017
PRUNE: Preserving Proximity and Global Ranking for Network Embedding NIPS 2017
Deep Video Deblurring for Hand-Held Cameras CVPR 2017
Elastic Shape-From-Template With Spatially Sparse Deforming Forces CVPR 2017
Self-Supervised Video Representation Learning With Odd-One-Out Networks CVPR 2017
Self-Supervised Learning of Visual Features Through Embedding Images Into Text Topic Spaces CVPR 2017