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Representation Learning

20,822 papers

Papers per year

2
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101
309
2011
2283
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Papers

Sparse PCA from Sparse Linear Regression NIPS 2018
GILBO: One Metric to Measure Them All NIPS 2018
Improving Neural Program Synthesis with Inferred Execution Traces NIPS 2018
Streaming Kernel PCA with $\tilde{O}(\sqrt{n})$ Random Features NIPS 2018
Fully Understanding The Hashing Trick NIPS 2018
Revisiting Multi-Task Learning with ROCK: a Deep Residual Auxiliary Block for Visual Detection NIPS 2018
Deep Generative Models for Distribution-Preserving Lossy Compression NIPS 2018
The Global Anchor Method for Quantifying Linguistic Shifts and Domain Adaptation NIPS 2018
Bilevel Distance Metric Learning for Robust Image Recognition NIPS 2018
Integrated accounts of behavioral and neuroimaging data using flexible recurrent neural network models NIPS 2018
Learning from Group Comparisons: Exploiting Higher Order Interactions NIPS 2018
A Convex Duality Framework for GANs NIPS 2018
Causal Inference with Noisy and Missing Covariates via Matrix Factorization NIPS 2018
Model-based targeted dimensionality reduction for neuronal population data NIPS 2018
Watch Your Step: Learning Node Embeddings via Graph Attention NIPS 2018
A Neural Compositional Paradigm for Image Captioning NIPS 2018
Boosted Sparse and Low-Rank Tensor Regression NIPS 2018
The Sparse Manifold Transform NIPS 2018
Stacked Semantics-Guided Attention Model for Fine-Grained Zero-Shot Learning NIPS 2018
Neural Architecture Optimization NIPS 2018
MiME: Multilevel Medical Embedding of Electronic Health Records for Predictive Healthcare NIPS 2018
Persistence Fisher Kernel: A Riemannian Manifold Kernel for Persistence Diagrams NIPS 2018
Constructing Deep Neural Networks by Bayesian Network Structure Learning NIPS 2018
Learning semantic similarity in a continuous space NIPS 2018
Generalisation of structural knowledge in the hippocampal-entorhinal system NIPS 2018