Fourier-Based Augmentations for Improved Robustness and Uncertainty Calibration

24 February 2022

Papers citing "Fourier-Based Augmentations for Improved Robustness and Uncertainty Calibration"

8 / 8 papers shown

Title
Decentralizing Test-time Adaptation under Heterogeneous Data Streams Zixian Su Jingwei Guo Xi Yang Qiufeng Wang K. Huang TTA 89 0 0 16 Nov 2024
Fourier-basis Functions to Bridge Augmentation Gap: Rethinking Frequency Augmentation in Image Classification Puru Vaish Shunxin Wang N. Strisciuglio 32 9 0 04 Mar 2024
Robust Fine-Tuning of Vision-Language Models for Domain Generalization Kevin Vogt-Lowell Noah Lee Theodoros Tsiligkaridis Marc Vaillant VLM 39 4 0 03 Nov 2023
DFM-X: Augmentation by Leveraging Prior Knowledge of Shortcut Learning Shunxin Wang C. Brune Raymond N. J. Veldhuis N. Strisciuglio AAML 27 4 0 12 Aug 2023
A Survey on the Robustness of Computer Vision Models against Common Corruptions Shunxin Wang Raymond N. J. Veldhuis Christoph Brune N. Strisciuglio OOD VLM 30 11 0 10 May 2023
Dynamic Test-Time Augmentation via Differentiable Functions Shohei Enomoto Monikka Roslianna Busto Takeharu Eda OOD 43 5 0 09 Dec 2022
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency Xiang Zhang Ziyuan Zhao Theodoros Tsiligkaridis Marinka Zitnik AI4TS 37 272 0 17 Jun 2022
Diverse Gaussian Noise Consistency Regularization for Robustness and Uncertainty Calibration Theodoros Tsiligkaridis Athanasios Tsiligkaridis 25 3 0 02 Apr 2021