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Normalization

341 directly classified papers

Papers per year

Papers

Dropout Reduces Underfitting ICML 2023
Normalization Layers Are All That Sharpness-Aware Minimization Needs NIPS 2023
On Separate Normalization in Self-supervised Transformers NIPS 2023
On Bridging the Gap between Mean Field and Finite Width Deep Random Multilayer Perceptron with Batch Normalization ICML 2023
Normalization-Equivariant Neural Networks with Application to Image Denoising NIPS 2023
Membrane Potential Batch Normalization for Spiking Neural Networks ICCV 2023
Beyond probability partitions: Calibrating neural networks with semantic aware grouping NIPS 2023
Feature Proliferation -- the "Cancer" in StyleGAN and its Treatments ICCV 2023
Deconstructing Data Reconstruction: Multiclass, Weight Decay and General Losses NIPS 2023
Statistically Valid Variable Importance Assessment through Conditional Permutations NIPS 2023
Mitigating Over-smoothing in Transformers via Regularized Nonlocal Functionals NIPS 2023
Instance-based Temporal Normalization for Speaker Verification INTERSPEECH 2023
DomainAdaptor: A Novel Approach to Test-time Adaptation ICCV 2023
Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks ICML 2023
Batchnorm Allows Unsupervised Radial Attacks NIPS 2023
LaPE: Layer-adaptive Position Embedding for Vision Transformers with Independent Layer Normalization ICCV 2023
RegBN: Batch Normalization of Multimodal Data with Regularization NIPS 2023
SEAT: Stable and Explainable Attention AAAI 2023
Are GATs Out of Balance? NIPS 2023
Critical Initialization of Wide and Deep Neural Networks using Partial Jacobians: General Theory and Applications NIPS 2023
The Crucial Role of Normalization in Sharpness-Aware Minimization NIPS 2023
Tanh Works Better with Asymmetry NIPS 2023
A Unification Framework for Euclidean and Hyperbolic Graph Neural Networks IJCAI 2023
Towards Efficient and Accurate Winograd Convolution via Full Quantization NIPS 2023
Transition-constant Normalization for Image Enhancement NIPS 2023