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Normalization

341 directly classified papers

Papers per year

Papers

Comparing the Decision-Making Mechanisms by Transformers and CNNs via Explanation Methods CVPR 2024
Improving Neural ODE Training with Temporal Adaptive Batch Normalization NIPS 2024
DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting NIPS 2024
Effective Rank Analysis and Regularization for Enhanced 3D Gaussian Splatting NIPS 2024
BranchNorm: Robustly Scaling Extremely Deep Transformers ACL 2024
The Role of n-gram Smoothing in the Age of Neural Networks NAACL 2024
Batch Normalization Alleviates the Spectral Bias in Coordinate Networks CVPR 2024
Improving Normalization With the James-Stein Estimator WACV 2024
Random Smooth-based Certified Defense against Text Adversarial Attack EACL 2024
Frequency Adaptive Normalization For Non-stationary Time Series Forecasting NIPS 2024
Graph Neural Networks Need Cluster-Normalize-Activate Modules NIPS 2024
Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization NIPS 2024
The Orthogonality of Weight Vectors: The Key Characteristics of Normalization and Residual Connections IJCAI 2024
Revisiting Structured Dropout ACML 2023
Exploring the Impact of Layer Normalization for Zero-shot Neural Machine Translation ACL 2023
How to use dropout correctly on residual networks with batch normalization UAI 2023
On Separate Normalization in Self-supervised Transformers NIPS 2023
Mitigating Over-smoothing in Transformers via Regularized Nonlocal Functionals NIPS 2023
On skip connections and normalisation layers in deep optimisation NIPS 2023
Explaining V1 Properties with a Biologically Constrained Deep Learning Architecture NIPS 2023
RegBN: Batch Normalization of Multimodal Data with Regularization NIPS 2023
ViBid: Linear Vision Transformer with Bidirectional Normalization UAI 2023
On the Expressivity Role of LayerNorm in Transformers’ Attention ACL 2023
Feature Normalization and Cartography-Based Demonstrations for Prompt-Based Fine-Tuning on Emotion-Related Tasks AAAI 2023
Decompose, Adjust, Compose: Effective Normalization by Playing With Frequency for Domain Generalization CVPR 2023