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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)

Locally Smoothed Neural Networks ACML 2017
PHD: A Probabilistic Model of Hybrid Deep Collaborative Filtering for Recommender Systems ACML 2017
Deep Competitive Pathway Networks ACML 2017
Scale-Invariant Recognition by Weight-Shared CNNs in Parallel ACML 2017
Using Deep Neural Networks to Automate Large Scale Statistical Analysis for Big Data Applications ACML 2017
Recognizing Art Style Automatically in Painting with Deep Learning ACML 2017
Computer Assisted Composition with Recurrent Neural Networks ACML 2017
Semi-supervised Convolutional Neural Networks for Identifying Wi-Fi Interference Sources ACML 2017
Learning Deep Semantic Embeddings for Cross-Modal Retrieval ACML 2017
Pyramid Person Matching Network for Person Re-identification ACML 2017
Radical-level Ideograph Encoder for RNN-based Sentiment Analysis of Chinese and Japanese ACML 2017
Attentive Path Combination for Knowledge Graph Completion ACML 2017
NeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks ACML 2017
On the Learnability of Fully-Connected Neural Networks AISTATS 2017
ConvNets with Smooth Adaptive Activation Functions for Regression AISTATS 2017
Stochastic Difference of Convex Algorithm and its Application to Training Deep Boltzmann Machines AISTATS 2017
Generalization Error of Invariant Classifiers AISTATS 2017
Belief Propagation in Conditional RBMs for Structured Prediction AISTATS 2017
Diverse Neural Network Learns True Target Functions AISTATS 2017
Depth Separation for Neural Networks COLT 2017
Nearly-tight VC-dimension bounds for piecewise linear neural networks COLT 2017
On the Ability of Neural Nets to Express Distributions COLT 2017
Named Entity Disambiguation for Noisy Text CONLL 2017
Attention-based Recurrent Convolutional Neural Network for Automatic Essay Scoring CONLL 2017
Neural Sequence-to-sequence Learning of Internal Word Structure CONLL 2017