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Normalization

341 papers

Papers per year

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46
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Papers

Dropout Reduces Underfitting ICML 2023
A Unification Framework for Euclidean and Hyperbolic Graph Neural Networks IJCAI 2023
Feature Normalization for Fine-tuning Self-Supervised Models in Speech Enhancement INTERSPEECH 2023
Instance-based Temporal Normalization for Speaker Verification INTERSPEECH 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
Two Sides of Miscalibration: Identifying Over and Under-Confidence Prediction for Network Calibration UAI 2023
A scalable Walsh-Hadamard regularizer to overcome the low-degree spectral bias of neural networks UAI 2023
How to use dropout correctly on residual networks with batch normalization UAI 2023
ViBid: Linear Vision Transformer with Bidirectional Normalization UAI 2023
FastSwap: A Lightweight One-Stage Framework for Real-Time Face Swapping WACV 2023
AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning NIPS 2022
Training Scale-Invariant Neural Networks on the Sphere Can Happen in Three Regimes NIPS 2022
Improved techniques for deterministic l2 robustness NIPS 2022
Spherization Layer: Representation Using Only Angles NIPS 2022
LOT: Layer-wise Orthogonal Training on Improving l2 Certified Robustness NIPS 2022
Pay attention to your loss : understanding misconceptions about Lipschitz neural networks NIPS 2022
DropCov: A Simple yet Effective Method for Improving Deep Architectures NIPS 2022
Random Normalization Aggregation for Adversarial Defense NIPS 2022
Temporal Effective Batch Normalization in Spiking Neural Networks NIPS 2022
Understanding the Generalization Benefit of Normalization Layers: Sharpness Reduction NIPS 2022
Understanding the Failure of Batch Normalization for Transformers in NLP NIPS 2022
Cross-Domain Collaborative Normalization via Structural Knowledge AAAI 2022
Orthogonal Graph Neural Networks AAAI 2022
Fractional Adaptive Linear Units AAAI 2022