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Neural Networks

11,300 papers

Papers per year

23
145
1348
811
'10
'15
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'25

Papers

LieGG: Studying Learned Lie Group Generators NIPS 2022
FourierNets enable the design of highly non-local optical encoders for computational imaging NIPS 2022
Meta-ticket: Finding optimal subnetworks for few-shot learning within randomly initialized neural networks NIPS 2022
Constants of motion network NIPS 2022
Disentangling the Predictive Variance of Deep Ensembles through the Neural Tangent Kernel NIPS 2022
Deep Model Reassembly NIPS 2022
Efficient Training of Low-Curvature Neural Networks NIPS 2022
Empirical Phase Diagram for Three-layer Neural Networks with Infinite Width NIPS 2022
On the Generalization Power of the Overfitted Three-Layer Neural Tangent Kernel Model NIPS 2022
A Communication-Efficient Distributed Gradient Clipping Algorithm for Training Deep Neural Networks NIPS 2022
Learning Expressive Meta-Representations with Mixture of Expert Neural Processes NIPS 2022
TREC: Transient Redundancy Elimination-based Convolution NIPS 2022
MORA: Improving Ensemble Robustness Evaluation with Model Reweighing Attack NIPS 2022
Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study NIPS 2022
Graphein - a Python Library for Geometric Deep Learning and Network Analysis on Biomolecular Structures and Interaction Networks NIPS 2022
Local Identifiability of Deep ReLU Neural Networks: the Theory NIPS 2022
Power and limitations of single-qubit native quantum neural networks NIPS 2022
LTMD: Learning Improvement of Spiking Neural Networks with Learnable Thresholding Neurons and Moderate Dropout NIPS 2022
Adversarial Reprogramming Revisited NIPS 2022
NCP: Neural Correspondence Prior for Effective Unsupervised Shape Matching NIPS 2022
Training stochastic stabilized supralinear networks by dynamics-neutral growth NIPS 2022
Logical Activation Functions: Logit-space equivalents of Probabilistic Boolean Operators NIPS 2022
A Theoretical View on Sparsely Activated Networks NIPS 2022
Effects of Data Geometry in Early Deep Learning NIPS 2022
Prune and distill: similar reformatting of image information along rat visual cortex and deep neural networks NIPS 2022