conftrace_

image corruption

17 papers

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Co-occurring keywords

adversarial robustness (1341) data augmentation (3052) model robustness (480) domain generalization (1522) vision-language model (2348) multimodal large language model (966) robustness evaluation (139) perceptual similarity (26) convolutional neural network (4226) corruption robustness (33)

Papers

Image Corruption-Inspired Membership Inference Attacks against Large Vision-Language Models EACL 2026
Improving CAPTCHA Robustness via Controlled Image Corruptions (Student Abstract) AAAI 2026
Disentangling Safe and Unsafe Image Corruptions via Anisotropy and Locality CVPR 2025
Know What You do Not Know: Verbalized Uncertainty Estimation Robustness on Corrupted Images in Vision-Language Models NAACL 2025
Benchmarking Multimodal Large Language Models Against Image Corruptions ICCV 2025
Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology NIPS 2024
RobustCLEVR: A Benchmark and Framework for Evaluating Robustness in Object-Centric Learning WACV 2024
Learning Bregman Divergences with Application to Robustness NIPS 2024
Training on Foveated Images Improves Robustness to Adversarial Attacks NIPS 2023
Improving Robustness of Vision Transformers by Reducing Sensitivity To Patch Corruptions CVPR 2023
3D Common Corruptions and Data Augmentation CVPR 2022
On Interaction Between Augmentations and Corruptions in Natural Corruption Robustness NIPS 2021
Gradient-Free Adversarial Training Against Image Corruption for Learning-based Steering NIPS 2021
Quality-Agnostic Image Recognition via Invertible Decoder CVPR 2021
Benchmarking the Robustness of Semantic Segmentation Models CVPR 2020
Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image Perturbations NIPS 2020
Single-Sample Face Recognition with Image Corruption and Misalignment via Sparse Illumination Transfer CVPR 2013