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Self-Supervised Learning

3,224 papers

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Papers

SPFTN: A Self-Paced Fine-Tuning Network for Segmenting Objects in Weakly Labelled Videos CVPR 2017
LSTM Self-Supervision for Detailed Behavior Analysis CVPR 2017
Colorization as a Proxy Task for Visual Understanding CVPR 2017
Nonsymbolic Text Representation EACL 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
Segmentation-Free Word Embedding for Unsegmented Languages EMNLP 2017
Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm EMNLP 2017
Unsupervised Learning of Deep Feature Representation for Clustering Egocentric Actions IJCAI 2017
Modeling Hebb Learning Rule for Unsupervised Learning IJCAI 2017
Active Learning for Black-Box Semantic Role Labeling with Neural Factors IJCAI 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
Speaker2Vec: Unsupervised Learning and Adaptation of a Speaker Manifold Using Deep Neural Networks with an Evaluation on Speaker Segmentation INTERSPEECH 2017
SoundNet: Learning Sound Representations from Unlabeled Video NIPS 2016
Dynamic Filter Networks NIPS 2016
Semi-supervised Word Sense Disambiguation with Neural Models COLING 2016
Weakly-supervised text-to-speech alignment confidence measure COLING 2016
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