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Neural Networks

11,705 papers

Papers per year

25
148
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858
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Papers

T-Basis: a Compact Representation for Neural Networks ICML 2020
Low Bias Low Variance Gradient Estimates for Boolean Stochastic Networks ICML 2020
Neural Networks are Convex Regularizers: Exact Polynomial-time Convex Optimization Formulations for Two-layer Networks ICML 2020
Efficient Domain Generalization via Common-Specific Low-Rank Decomposition ICML 2020
Deep Isometric Learning for Visual Recognition ICML 2020
Universal Equivariant Multilayer Perceptrons ICML 2020
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch ICML 2020
Interpretations are Useful: Penalizing Explanations to Align Neural Networks with Prior Knowledge ICML 2020
The Impact of Neural Network Overparameterization on Gradient Confusion and Stochastic Gradient Descent ICML 2020
Explicit Gradient Learning for Black-Box Optimization ICML 2020
Detecting Out-of-Distribution Examples with Gram Matrices ICML 2020
An Explicitly Relational Neural Network Architecture ICML 2020
Neural Kernels Without Tangents ICML 2020
Channel Equilibrium Networks for Learning Deep Representation ICML 2020
PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions ICML 2020
Landscape Connectivity and Dropout Stability of SGD Solutions for Over-parameterized Neural Networks ICML 2020
Deep Gaussian Markov Random Fields ICML 2020
Multiclass Neural Network Minimization via Tropical Newton Polytope Approximation ICML 2020
The k-tied Normal Distribution: A Compact Parameterization of Gaussian Mean Field Posteriors in Bayesian Neural Networks ICML 2020
Approximating Stacked and Bidirectional Recurrent Architectures with the Delayed Recurrent Neural Network ICML 2020
Deep Molecular Programming: A Natural Implementation of Binary-Weight ReLU Neural Networks ICML 2020
Haar Graph Pooling ICML 2020
When deep denoising meets iterative phase retrieval ICML 2020
Doubly Stochastic Variational Inference for Neural Processes with Hierarchical Latent Variables ICML 2020
Maximum-and-Concatenation Networks ICML 2020