conftrace_
← Architectures
Deep Learning › Architectures ›

Neural Networks

11,723 papers

Papers per year

25
148
1385
860
'10
'15
'20
'25

Papers

How to Train Your Neural ODE: the World of Jacobian and Kinetic Regularization ICML 2020
Generalizing Convolutional Neural Networks for Equivariance to Lie Groups on Arbitrary Continuous Data ICML 2020
Leveraging Frequency Analysis for Deep Fake Image Recognition ICML 2020
DessiLBI: Exploring Structural Sparsity of Deep Networks via Differential Inclusion Paths ICML 2020
Abstraction Mechanisms Predict Generalization in Deep Neural Networks ICML 2020
Towards a General Theory of Infinite-Width Limits of Neural Classifiers ICML 2020
Implicit Geometric Regularization for Learning Shapes ICML 2020
Improving the Gating Mechanism of Recurrent Neural Networks ICML 2020
LTF: A Label Transformation Framework for Correcting Label Shift ICML 2020
Communication-Efficient Distributed Stochastic AUC Maximization with Deep Neural Networks ICML 2020
Let’s Agree to Agree: Neural Networks Share Classification Order on Real Datasets ICML 2020
Training Binary Neural Networks through Learning with Noisy Supervision ICML 2020
The Tree Ensemble Layer: Differentiability meets Conditional Computation ICML 2020
Compressive sensing with un-trained neural networks: Gradient descent finds a smooth approximation ICML 2020
Topologically Densified Distributions ICML 2020
Set Functions for Time Series ICML 2020
Dynamics of Deep Neural Networks and Neural Tangent Hierarchy ICML 2020
Multigrid Neural Memory ICML 2020
Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention ICML 2020
Equivariant Flows: Exact Likelihood Generative Learning for Symmetric Densities ICML 2020
Two Routes to Scalable Credit Assignment without Weight Symmetry ICML 2020
Soft Threshold Weight Reparameterization for Learnable Sparsity ICML 2020
Estimating Model Uncertainty of Neural Networks in Sparse Information Form ICML 2020
Temporal Phenotyping using Deep Predictive Clustering of Disease Progression ICML 2020
Analytic Marching: An Analytic Meshing Solution from Deep Implicit Surface Networks ICML 2020