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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Cooperative Learning of Audio and Video Models from Self-Supervised Synchronization NIPS 2018
Training deep learning based denoisers without ground truth data NIPS 2018
Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation EMNLP 2018
Visual Reinforcement Learning with Imagined Goals NIPS 2018
Playing hard exploration games by watching YouTube NIPS 2018
BRUNO: A Deep Recurrent Model for Exchangeable Data NIPS 2018
Self-supervised Learning of Motion Capture NIPS 2017
Concrete Dropout NIPS 2017
Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm EMNLP 2017
PRUNE: Preserving Proximity and Global Ranking for Network Embedding NIPS 2017
Self-Supervised Intrinsic Image Decomposition NIPS 2017
Nonsymbolic Text Representation EACL 2017
Speaker2Vec: Unsupervised Learning and Adaptation of a Speaker Manifold Using Deep Neural Networks with an Evaluation on Speaker Segmentation INTERSPEECH 2017
CTC Training of Multi-Phone Acoustic Models for Speech Recognition INTERSPEECH 2017
Global Syllable Vectors for Building TTS Front-End with Deep Learning INTERSPEECH 2017
Tied Hidden Factors in Neural Networks for End-to-End Speaker Recognition INTERSPEECH 2017
Modeling Hebb Learning Rule for Unsupervised Learning IJCAI 2017
Deep Video Deblurring for Hand-Held Cameras CVPR 2017
LSTM Self-Supervision for Detailed Behavior Analysis CVPR 2017
SPFTN: A Self-Paced Fine-Tuning Network for Segmenting Objects in Weakly Labelled Videos CVPR 2017
Elastic Shape-From-Template With Spatially Sparse Deforming Forces CVPR 2017
Fine-Grained Entity Type Classification by Jointly Learning Representations and Label Embeddings EACL 2017
Large-scale Opinion Relation Extraction with Distantly Supervised Neural Network EACL 2017
Are Emojis Predictable? EACL 2017
Self-Supervised Video Representation Learning With Odd-One-Out Networks CVPR 2017