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normalization layer

25 papers

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Co-occurring keywords

batch normalization (222) model compression (3302) layer normalization (65) neural network (6616) deep neural network (1803) adaptive normalization (11) gradient descent (1144) neural network optimization (1293) intellectual property (70) domain adaptation (4595)

Papers

ReGLA: Refining Gated Linear Attention NAACL 2025
I0T: Embedding Standardization Method Towards Zero Modality Gap ACL 2025
Transformers without Normalization CVPR 2025
GRANOLA: Adaptive Normalization for Graph Neural Networks NIPS 2024
Leveraging Normalization Layer in Adapters with Progressive Learning and Adaptive Distillation for Cross-Domain Few-Shot Learning AAAI 2024
Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization CVPR 2024
Norm Tweaking: High-Performance Low-Bit Quantization of Large Language Models AAAI 2024
Normalization and effective learning rates in reinforcement learning NIPS 2024
Trapdoor Normalization with Irreversible Ownership Verification ICML 2023
Normalization Layers Are All That Sharpness-Aware Minimization Needs NIPS 2023
Handling Data Heterogeneity via Architectural Design for Federated Visual Recognition NIPS 2023
Adapting the Linearised Laplace Model Evidence for Modern Deep Learning ICML 2022
Understanding the Generalization Benefit of Normalization Layers: Sharpness Reduction NIPS 2022
Set Norm and Equivariant Skip Connections: Putting the Deep in Deep Sets ICML 2022
Noether’s Learning Dynamics: Role of Symmetry Breaking in Neural Networks NIPS 2021
Adversarially Adaptive Normalization for Single Domain Generalization CVPR 2021
Passport-aware Normalization for Deep Model Protection NIPS 2020
Optimization Theory for ReLU Neural Networks Trained with Normalization Layers ICML 2020
Is normalization indispensable for training deep neural network? NIPS 2020
Evolving Normalization-Activation Layers NIPS 2020
Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks CVPR 2020
Semantic Image Synthesis With Spatially-Adaptive Normalization CVPR 2019
A Content Transformation Block for Image Style Transfer CVPR 2019
Transferable Normalization: Towards Improving Transferability of Deep Neural Networks NIPS 2019
SSN: Learning Sparse Switchable Normalization via SparsestMax CVPR 2019