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Representation Learning

20,822 papers

Papers per year

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101
309
2011
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Papers

THU_NGN at SemEval-2018 Task 10: Capturing Discriminative Attributes with MLP-CNN model SEMEVAL 2018
ELiRF-UPV at SemEval-2018 Task 10: Capturing Discriminative Attributes with Knowledge Graphs and Wikipedia SEMEVAL 2018
Igevorse at SemEval-2018 Task 10: Exploring an Impact of Word Embeddings Concatenation for Capturing Discriminative Attributes SEMEVAL 2018
ECNU at SemEval-2018 Task 10: Evaluating Simple but Effective Features on Machine Learning Methods for Semantic Difference Detection SEMEVAL 2018
UMD at SemEval-2018 Task 10: Can Word Embeddings Capture Discriminative Attributes? SEMEVAL 2018
MITRE at SemEval-2018 Task 11: Commonsense Reasoning without Commonsense Knowledge SEMEVAL 2018
NLITrans at SemEval-2018 Task 12: Transfer of Semantic Knowledge for Argument Comprehension SEMEVAL 2018
UniMelb at SemEval-2018 Task 12: Generative Implication using LSTMs, Siamese Networks and Semantic Representations with Synonym Fuzzing SEMEVAL 2018
TRANSRW at SemEval-2018 Task 12: Transforming Semantic Representations for Argument Reasoning Comprehension SEMEVAL 2018
Learning Multiple Tasks with Multilinear Relationship Networks NIPS 2017
Non-parametric Structured Output Networks NIPS 2017
High-Order Attention Models for Visual Question Answering NIPS 2017
Deep Hyperalignment NIPS 2017
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data NIPS 2017
Recurrent Ladder Networks NIPS 2017
Identification of Gaussian Process State Space Models NIPS 2017
Spherical convolutions and their application in molecular modelling NIPS 2017
Diffusion Approximations for Online Principal Component Estimation and Global Convergence NIPS 2017
Premise Selection for Theorem Proving by Deep Graph Embedding NIPS 2017
On Tensor Train Rank Minimization : Statistical Efficiency and Scalable Algorithm NIPS 2017
Reconstruct & Crush Network NIPS 2017
Deep Dynamic Poisson Factorization Model NIPS 2017
Population Matching Discrepancy and Applications in Deep Learning NIPS 2017
Predictive State Recurrent Neural Networks NIPS 2017
Unsupervised Learning of Disentangled Representations from Video NIPS 2017