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Self-Supervised Learning

402 directly classified papers

Papers per year

Papers

Mining on Manifolds: Metric Learning Without Labels CVPR 2018
Sampling Strategies in Siamese Networks for Unsupervised Speech Representation Learning INTERSPEECH 2018
DCFEE: A Document-level Chinese Financial Event Extraction System based on Automatically Labeled Training Data ACL 2018
Coarse-to-fine Image Co-segmentation with Intra and Inter Rank Constraints IJCAI 2018
Self-Training for Jointly Learning to Ask and Answer Questions NAACL 2018
Unspeech: Unsupervised Speech Context Embeddings INTERSPEECH 2018
Self-training improves Recurrent Neural Networks performance for Temporal Relation Extraction EMNLP 2018
Mind the Gap: Data Enrichment in Dependency Parsing of Elliptical Constructions EMNLP 2018
Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings ICML 2018
An Information Theory based Approach to Multisource Clustering IJCAI 2018
Self-Crowdsourcing Training for Relation Extraction ACL 2017
Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery INTERSPEECH 2017
Curiosity-driven Exploration by Self-supervised Prediction ICML 2017
Parsing Universal Dependencies without training EACL 2017
Hybrid Orthogonal Projection and Estimation (HOPE): A New Framework to Learn Neural Networks JMLR 2016
Reddit Temporal N-gram Corpus and its Applications on Paraphrase and Semantic Similarity in Social Media using a Topic-based Latent Semantic Analysis COLING 2016
Unsupervised Tube Extraction Using Transductive Learning and Dense Trajectories ICCV 2015
Collaborative Feature Learning From Social Media CVPR 2015
Content-based recommendations with Poisson factorization NIPS 2014
Top-down particle filtering for Bayesian decision trees ICML 2013
Learning Trees from Strings: A Strong Learning Algorithm for some Context-Free Grammars JMLR 2013
Scalable Inference on Kingman’s Coalescent using Pair Similarity AISTATS 2012
Online Incremental Feature Learning with Denoising Autoencoders AISTATS 2012
TopicFlow Model: Unsupervised Learning of Topic-specific Influences of Hyperlinked Documents AISTATS 2011
Correlated Bigram LSA for Unsupervised Language Model Adaptation NIPS 2008