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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)

Differentiable Compositional Kernel Learning for Gaussian Processes ICML 2018
Neural Inverse Rendering for General Reflectance Photometric Stereo ICML 2018
Learning Longer-term Dependencies in RNNs with Auxiliary Losses ICML 2018
Invariance of Weight Distributions in Rectified MLPs ICML 2018
Online Convolutional Sparse Coding with Sample-Dependent Dictionary ICML 2018
Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples ICML 2018
Deep Predictive Coding Network for Object Recognition ICML 2018
Dynamical Isometry and a Mean Field Theory of CNNs: How to Train 10,000-Layer Vanilla Convolutional Neural Networks ICML 2018
Representation Learning on Graphs with Jumping Knowledge Networks ICML 2018
Disentangled Sequential Autoencoder ICML 2018
Stabilizing Gradients for Deep Neural Networks via Efficient SVD Parameterization ICML 2018
Learning Long Term Dependencies via Fourier Recurrent Units ICML 2018
Tropical Geometry of Deep Neural Networks ICML 2018
Deep Bayesian Nonparametric Tracking ICML 2018
Adversarially Regularized Autoencoders ICML 2018
MEnet: A Metric Expression Network for Salient Object Segmentation IJCAI 2018
Knowledge-Embedded Representation Learning for Fine-Grained Image Recognition IJCAI 2018
Sharing Residual Units Through Collective Tensor Factorization To Improve Deep Neural Networks IJCAI 2018
Age Estimation Using Expectation of Label Distribution Learning IJCAI 2018
View-Volume Network for Semantic Scene Completion from a Single Depth Image IJCAI 2018
Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination IJCAI 2018
Dilated Convolutional Network with Iterative Optimization for Continuous Sign Language Recognition IJCAI 2018
Image-level to Pixel-wise Labeling: From Theory to Practice IJCAI 2018
Deep Propagation Based Image Matting IJCAI 2018
Deep Reasoning with Knowledge Graph for Social Relationship Understanding IJCAI 2018