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Normalization

341 directly classified papers

Papers per year

Papers

Batchnorm Allows Unsupervised Radial Attacks NIPS 2023
Instance-based Temporal Normalization for Speaker Verification INTERSPEECH 2023
On skip connections and normalisation layers in deep optimisation NIPS 2023
Normalization-Equivariant Neural Networks with Application to Image Denoising NIPS 2023
Robust Feature Decoupling in Voice Conversion by Using Locality-Based Instance Normalization INTERSPEECH 2023
On Sensitivity and Robustness of Normalization Schemes to Input Distribution Shifts in Automatic MR Image Diagnosis MIDL 2023
A Unification Framework for Euclidean and Hyperbolic Graph Neural Networks IJCAI 2023
FastSwap: A Lightweight One-Stage Framework for Real-Time Face Swapping WACV 2023
TWINS: A Fine-Tuning Framework for Improved Transferability of Adversarial Robustness and Generalization CVPR 2023
Pre-RMSNorm and Pre-CRMSNorm Transformers: Equivalent and Efficient Pre-LN Transformers NIPS 2023
Feature Normalization for Fine-tuning Self-Supervised Models in Speech Enhancement INTERSPEECH 2023
Pay attention to your loss : understanding misconceptions about Lipschitz neural networks NIPS 2022
A Unified Weight Initialization Paradigm for Tensorial Convolutional Neural Networks ICML 2022
LOT: Layer-wise Orthogonal Training on Improving l2 Certified Robustness NIPS 2022
The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by Normalization CVPR 2022
To Fold or Not to Fold: a Necessary and Sufficient Condition on Batch-Normalization Layers Folding IJCAI 2022
Retrieval-Based Spatially Adaptive Normalization for Semantic Image Synthesis CVPR 2022
Training Scale-Invariant Neural Networks on the Sphere Can Happen in Three Regimes NIPS 2022
Improved techniques for deterministic l2 robustness NIPS 2022
Delving Into the Estimation Shift of Batch Normalization in a Network CVPR 2022
DropMix: A Textual Data Augmentation Combining Dropout with Mixup EMNLP 2022
Cross-Domain Collaborative Normalization via Structural Knowledge AAAI 2022
Sinkformers: Transformers with Doubly Stochastic Attention AISTATS 2022
Random Normalization Aggregation for Adversarial Defense NIPS 2022
Understanding the Generalization Benefit of Normalization Layers: Sharpness Reduction NIPS 2022