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Neural Networks

11,723 papers

Papers per year

25
148
1385
860
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'25

Papers

When Are Solutions Connected in Deep Networks? NIPS 2021
Deep Residual Learning in Spiking Neural Networks NIPS 2021
Learning and Generalization in RNNs NIPS 2021
A self consistent theory of Gaussian Processes captures feature learning effects in finite CNNs NIPS 2021
Model, sample, and epoch-wise descents: exact solution of gradient flow in the random feature model NIPS 2021
CoFrNets: Interpretable Neural Architecture Inspired by Continued Fractions NIPS 2021
Stateful ODE-Nets using Basis Function Expansions NIPS 2021
Extending Lagrangian and Hamiltonian Neural Networks with Differentiable Contact Models NIPS 2021
Learning rule influences recurrent network representations but not attractor structure in decision-making tasks NIPS 2021
Photonic Differential Privacy with Direct Feedback Alignment NIPS 2021
Biological learning in key-value memory networks NIPS 2021
Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network NIPS 2021
Encoding Spatial Distribution of Convolutional Features for Texture Representation NIPS 2021
Stochastic Anderson Mixing for Nonconvex Stochastic Optimization NIPS 2021
NN-Baker: A Neural-network Infused Algorithmic Framework for Optimization Problems on Geometric Intersection Graphs NIPS 2021
A mechanistic multi-area recurrent network model of decision-making NIPS 2021
Learning to Compose Visual Relations NIPS 2021
Representer Point Selection via Local Jacobian Expansion for Post-hoc Classifier Explanation of Deep Neural Networks and Ensemble Models NIPS 2021
Differentiable Spike: Rethinking Gradient-Descent for Training Spiking Neural Networks NIPS 2021
On the Equivalence between Neural Network and Support Vector Machine NIPS 2021
Robust and Decomposable Average Precision for Image Retrieval NIPS 2021
CoFiNet: Reliable Coarse-to-fine Correspondences for Robust PointCloud Registration NIPS 2021
Densely connected normalizing flows NIPS 2021
Multiwavelet-based Operator Learning for Differential Equations NIPS 2021
Efficiently Learning One Hidden Layer ReLU Networks From Queries NIPS 2021