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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Cooperative Learning of Audio and Video Models from Self-Supervised Synchronization NIPS 2018
YNU-HPCC at SemEval-2018 Task 1: BiLSTM with Attention based Sentiment Analysis for Affect in Tweets SEMEVAL 2018
BomJi at SemEval-2018 Task 10: Combining Vector-, Pattern- and Graph-based Information to Identify Discriminative Attributes SEMEVAL 2018
Working Memory Networks: Augmenting Memory Networks with a Relational Reasoning Module ACL 2018
LEGO: Learning Edge With Geometry All at Once by Watching Videos CVPR 2018
JointGAN: Multi-Domain Joint Distribution Learning with Generative Adversarial Nets ICML 2018
Sense-Aware Neural Models for Pun Location in Texts ACL 2018
Self-Supervised Deep Low-Rank Assignment Model for Prototype Selection IJCAI 2018
Visual Question Generation as Dual Task of Visual Question Answering CVPR 2018
Features, Projections, and Representation Change for Generalized Planning IJCAI 2018
From Pixels to Objects: Cubic Visual Attention for Visual Question Answering IJCAI 2018
Teaching Machines to Ask Questions IJCAI 2018
A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings ACL 2018
Learning Conditional Acoustic Latent Representation with Gender and Age Attributes for Automatic Pain Level Recognition INTERSPEECH 2018
Noise2Noise: Learning Image Restoration without Clean Data ICML 2018
Student-Teacher Learning for BLSTM Mask-based Speech Enhancement INTERSPEECH 2018
Detecting Depression with Audio/Text Sequence Modeling of Interviews INTERSPEECH 2018
Pairwise-Ranking based Collaborative Recurrent Neural Networks for Clinical Event Prediction IJCAI 2018
Recurrent Predictive State Policy Networks ICML 2018
EmotionX-JTML: Detecting emotions with Attention ACL 2018
Constructing Narrative Event Evolutionary Graph for Script Event Prediction IJCAI 2018
Learning Explanatory Rules from Noisy Data (Extended Abstract) IJCAI 2018
End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal Classification EMNLP 2018
Neural Dynamic Programming for Musical Self Similarity ICML 2018
Object-oriented Neural Programming (OONP) for Document Understanding ACL 2018