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Deep Learning

66,648 papers (25 classified directly here)

Subtopics

Learning Types (28,663) Architectures (27,448) Models (16,617) Techniques (8,241) Optimization & Theory (6,829) Application Areas (46)

Papers per year

2
65
428
6150
10854
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Papers (including subtopics)

Neural Networks Should Be Wide Enough to Learn Disconnected Decision Regions ICML 2018
SGD and Hogwild! Convergence Without the Bounded Gradients Assumption ICML 2018
SparseMAP: Differentiable Sparse Structured Inference ICML 2018
A Theoretical Explanation for Perplexing Behaviors of Backpropagation-based Visualizations ICML 2018
Functional Gradient Boosting based on Residual Network Perception ICML 2018
Is Generator Conditioning Causally Related to GAN Performance? ICML 2018
A probabilistic framework for multi-view feature learning with many-to-many associations via neural networks ICML 2018
Transformation Autoregressive Networks ICML 2018
Autoregressive Quantile Networks for Generative Modeling ICML 2018
Efficient First-Order Algorithms for Adaptive Signal Denoising ICML 2018
Learning Compact Neural Networks with Regularization ICML 2018
Image Transformer ICML 2018
Efficient Neural Architecture Search via Parameters Sharing ICML 2018
Learning Dynamics of Linear Denoising Autoencoders ICML 2018
JointGAN: Multi-Domain Joint Distribution Learning with Generative Adversarial Nets ICML 2018
Gradually Updated Neural Networks for Large-Scale Image Recognition ICML 2018
DCFNet: Deep Neural Network with Decomposed Convolutional Filters ICML 2018
Machine Theory of Mind ICML 2018
Fast Parametric Learning with Activation Memorization ICML 2018
Can Deep Reinforcement Learning Solve Erdos-Selfridge-Spencer Games? ICML 2018
Modeling Others using Oneself in Multi-Agent Reinforcement Learning ICML 2018
Tighter Variational Bounds are Not Necessarily Better ICML 2018
QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning ICML 2018
Learning Implicit Generative Models with the Method of Learned Moments ICML 2018
Weightless: Lossy weight encoding for deep neural network compression ICML 2018