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Normalization

341 papers

Papers per year

1
46
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Papers

Margin Calibration for Long-Tailed Visual Recognition ACML 2022
Sinkformers: Transformers with Doubly Stochastic Attention AISTATS 2022
A Spectral Perspective of DNN Robustness to Label Noise AISTATS 2022
SimAN: Exploring Self-Supervised Representation Learning of Scene Text via Similarity-Aware Normalization CVPR 2022
The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by Normalization CVPR 2022
Retrieval-Based Spatially Adaptive Normalization for Semantic Image Synthesis CVPR 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
A Unified Weight Initialization Paradigm for Tensorial Convolutional Neural Networks ICML 2022
Removing Batch Normalization Boosts Adversarial Training ICML 2022
Be Like Water: Adaptive Floating Point for Machine Learning ICML 2022
Set Norm and Equivariant Skip Connections: Putting the Deep in Deep Sets ICML 2022
To Fold or Not to Fold: a Necessary and Sufficient Condition on Batch-Normalization Layers Folding IJCAI 2022
Temporal coding with magnitude-phase regularization for sound event detection INTERSPEECH 2022
Deep Sparse Conformer for Speech Recognition INTERSPEECH 2022
Domain Generalization with Relaxed Instance Frequency-wise Normalization for Multi-device Acoustic Scene Classification INTERSPEECH 2022
An Attention-Based Method for Guiding Attribute-Aligned Speech Representation Learning INTERSPEECH 2022
Batch Normalization Preconditioning for Neural Network Training JMLR 2022
Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks JMLR 2022
Accelerating training of batch normalization: A manifold perspective UAI 2022
Mobile Based Human Identification Using Forehead Creases: Application and Assessment Under COVID-19 Masked Face Scenarios WACV 2022
Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution Heterogeneity WACV 2022
GANs Spatial Control via Inference-Time Adaptive Normalization WACV 2022
AugMax: Adversarial Composition of Random Augmentations for Robust Training NIPS 2021
Beyond BatchNorm: Towards a Unified Understanding of Normalization in Deep Learning NIPS 2021