Normalization

Q-Norm: Robust Representation Learning via Quality-Adaptive Normalization ICCV 2025 Reducing Divergence in Batch Normalization for Domain Adaptation AAAI 2025 Residual Connections and Normalization Can Provably Prevent Oversmoothing in GNNs ICLR 2025 RETRACTED: GEONet: Global Enhancement and Optimization Network for Lane Detection AAAI 2025 ShadowHack: Hacking Shadows via Luminance-Color Divide and Conquer ICCV 2025 STAY Diffusion: Styled Layout Diffusion Model for Diverse Layout-to-Image Generation WACV 2025 Tiling artifacts and trade-offs of feature normalization in the segmentation of large biological images ICCV 2025 Training Deep Neural Networks with Virtual Smoothing Classes AAAI 2025 Transformers without Normalization CVPR 2025 Understanding Matrix Function Normalizations in Covariance Pooling through the Lens of Riemannian Geometry ICLR 2025 Words in Motion: Extracting Interpretable Control Vectors for Motion Transformers ICLR 2025 A 2-Dimensional State Space Layer for Spatial Inductive Bias ICLR 2024 AdaShift: Learning Discriminative Self-Gated Neural Feature Activation With an Adaptive Shift Factor CVPR 2024 A Lie Group Approach to Riemannian Batch Normalization ICLR 2024 Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models and Time-Dependent Layer Normalization NeurIPS 2024 Batch Normalization Alleviates the Spectral Bias in Coordinate Networks CVPR 2024 Batch Normalization Is Blind to the First and Second Derivatives of the Loss AAAI 2024 Batch normalization is sufficient for universal function approximation in CNNs ICLR 2024 Be Careful What You Smooth For: Label Smoothing Can Be a Privacy Shield but Also a Catalyst for Model Inversion Attacks ICLR 2024 BiPer: Binary Neural Networks using a Periodic Function CVPR 2024 BranchNorm: Robustly Scaling Extremely Deep Transformers ACL 2024 CHAIN: Enhancing Generalization in Data-Efficient GANs via lipsCHitz continuity constrAIned Normalization CVPR 2024 CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition NeurIPS 2024 Comparing the Decision-Making Mechanisms by Transformers and CNNs via Explanation Methods CVPR 2024 CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity ICLR 2024