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Architectures

27,448 papers (33 classified directly here)

Subtopics

Neural Networks (11,723) Transformers (10,397) Graph Neural Networks (4,522) Autoencoders (1,154) Convolutional Neural Networks (973) Recurrent Neural Networks (593) Generative Adversarial Networks (18) Encoder-Decoder (14)

Papers per year

27
213
2915
3174
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Papers (including subtopics)

Learning to Learn with Compound HD Models NIPS 2011
Sequence learning with hidden units in spiking neural networks NIPS 2011
From Stochastic Nonlinear Integrate-and-Fire to Generalized Linear Models NIPS 2011
Algorithms for Hyper-Parameter Optimization NIPS 2011
See the Tree Through the Lines: The Shazoo Algorithm NIPS 2011
Shallow vs. Deep Sum-Product Networks NIPS 2011
Directed Graph Embedding: an Algorithm based on Continuous Limits of Laplacian-type Operators NIPS 2011
Select and Sample - A Model of Efficient Neural Inference and Learning NIPS 2011
Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials NIPS 2011
Active dendrites: adaptation to spike-based communication NIPS 2011
The Manifold Tangent Classifier NIPS 2011
Facial Expression Transfer with Input-Output Temporal Restricted Boltzmann Machines NIPS 2011
Large-Scale Category Structure Aware Image Categorization NIPS 2011
Structured sparse coding via lateral inhibition NIPS 2011
Mixed-Variate Restricted Boltzmann Machines ACML 2011
Robust Generation of Dynamical Patterns in Human Motion by a Deep Belief Nets ACML 2011
The Neural Autoregressive Distribution Estimator AISTATS 2011
Deep Learners Benefit More from Out-of-Distribution Examples AISTATS 2011
Deep Learning for Efficient Discriminative Parsing AISTATS 2011
A Spike and Slab Restricted Boltzmann Machine AISTATS 2011
Deep Sparse Rectifier Neural Networks AISTATS 2011
Learning Class-relevant Features and Class-irrelevant Features via a Hybrid third-order RBM AISTATS 2011
Two-Layer Multiple Kernel Learning AISTATS 2011
Two Distributed-State Models For Generating High-Dimensional Time Series JMLR 2011
Natural Language Processing (Almost) from Scratch JMLR 2011