Normalization

Decompose, Adjust, Compose: Effective Normalization by Playing With Frequency for Domain Generalization CVPR 2023 Deconstructing Data Reconstruction: Multiclass, Weight Decay and General Losses NeurIPS 2023 Degree-based stratification of nodes in Graph Neural Networks ACML 2023 DELTA: DEGRADATION-FREE FULLY TEST-TIME ADAPTATION ICLR 2023 DomainAdaptor: A Novel Approach to Test-time Adaptation ICCV 2023 Do Neural Topic Models Really Need Dropout? Analysis of the Effect of Dropout in Topic Modeling EACL 2023 Dropout Reduces Underfitting ICML 2023 Explaining V1 Properties with a Biologically Constrained Deep Learning Architecture NeurIPS 2023 Exploring the Impact of Layer Normalization for Zero-shot Neural Machine Translation ACL 2023 FastSwap: A Lightweight One-Stage Framework for Real-Time Face Swapping WACV 2023 Feature Normalization and Cartography-Based Demonstrations for Prompt-Based Fine-Tuning on Emotion-Related Tasks AAAI 2023 Feature Normalization for Fine-tuning Self-Supervised Models in Speech Enhancement Interspeech 2023 Feature Proliferation -- the "Cancer" in StyleGAN and its Treatments ICCV 2023 Finding Actual Descent Directions for Adversarial Training ICLR 2023 How to use dropout correctly on residual networks with batch normalization UAI 2023 Information Plane Analysis for Dropout Neural Networks ICLR 2023 Instance-based Temporal Normalization for Speaker Verification Interspeech 2023 LaPE: Layer-adaptive Position Embedding for Vision Transformers with Independent Layer Normalization ICCV 2023 LipsFormer: Introducing Lipschitz Continuity to Vision Transformers ICLR 2023 Membrane Potential Batch Normalization for Spiking Neural Networks ICCV 2023 Mitigating Over-smoothing in Transformers via Regularized Nonlocal Functionals NeurIPS 2023 Normalization-Equivariant Neural Networks with Application to Image Denoising NeurIPS 2023 Normalization Layers Are All That Sharpness-Aware Minimization Needs NeurIPS 2023 On Bridging the Gap between Mean Field and Finite Width Deep Random Multilayer Perceptron with Batch Normalization ICML 2023 On Sensitivity and Robustness of Normalization Schemes to Input Distribution Shifts in Automatic MR Image Diagnosis MIDL 2023