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Neural Networks

11,723 papers

Papers per year

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Papers

Facial Expression Recognition with Adaptive Frame Rate based on Multiple Testing Correction ICML 2023
Bigger, Better, Faster: Human-level Atari with human-level efficiency ICML 2023
Dissecting the Effects of SGD Noise in Distinct Regimes of Deep Learning ICML 2023
Variational Autoencoding Neural Operators ICML 2023
Neural Markov Jump Processes ICML 2023
Regularization-free Diffeomorphic Temporal Alignment Nets ICML 2023
Sequence Modeling with Multiresolution Convolutional Memory ICML 2023
Gradient Descent in Neural Networks as Sequential Learning in Reproducing Kernel Banach Space ICML 2023
Quantitative Universal Approximation Bounds for Deep Belief Networks ICML 2023
The Hessian perspective into the Nature of Convolutional Neural Networks ICML 2023
FedAvg Converges to Zero Training Loss Linearly for Overparameterized Multi-Layer Neural Networks ICML 2023
All in a Row: Compressed Convolution Networks for Graphs ICML 2023
Learning Neural PDE Solvers with Parameter-Guided Channel Attention ICML 2023
Defects of Convolutional Decoder Networks in Frequency Representation ICML 2023
End-to-end Training of Deep Boltzmann Machines by Unbiased Contrastive Divergence with Local Mode Initialization ICML 2023
Spherical Inducing Features for Orthogonally-Decoupled Gaussian Processes ICML 2023
Expected Gradients of Maxout Networks and Consequences to Parameter Initialization ICML 2023
Provable Data Subset Selection For Efficient Neural Networks Training ICML 2023
Synthetic Data, Real Errors: How (Not) to Publish and Use Synthetic Data ICML 2023
PreNAS: Preferred One-Shot Learning Towards Efficient Neural Architecture Search ICML 2023
Adaptive Smoothing Gradient Learning for Spiking Neural Networks ICML 2023
LinSATNet: The Positive Linear Satisfiability Neural Networks ICML 2023
A Law of Robustness beyond Isoperimetry ICML 2023
QuantumDARTS: Differentiable Quantum Architecture Search for Variational Quantum Algorithms ICML 2023
On the Forward Invariance of Neural ODEs ICML 2023