Papers citing 'CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks'

Title
SegTrans: Transferable Adversarial Examples for Segmentation Models Yufei Song Ziqi Zhou Qi Lu Hangtao Zhang Yifan Hu Lulu Xue Shengshan Hu Minghui Li Leo Yu Zhang 108 4 0 10 Oct 2025
Vision At Night: Exploring Biologically Inspired Preprocessing For Improved Robustness Via Color And Contrast Transformations Lorena Stracke Lia Nimmermann Shashank Agnihotri Margret Keuper Volker Blanz 73 0 0 29 Sep 2025
Proxy-Embedding as an Adversarial Teacher: An Embedding-Guided Bidirectional Attack for Referring Expression Segmentation Models Xingbai Chen Tingchao Fu Renyang Liu Wei Zhou Chao Yi AAML 234 0 0 19 Jun 2025
DispBench: Benchmarking Disparity Estimation to Synthetic Corruptions Shashank Agnihotri Amaan Ansari Annika Dackermann Fabian Rösch Margret Keuper 395 0 0 08 May 2025
On the unreasonable vulnerability of transformers for image restoration -- and an easy fix Shashank Agnihotri Kanchana Vaishnavi Gandikota Julia Grabinski Paramanand Chandramouli Margret Keuper 155 11 0 25 Jul 2023
On Evaluating the Adversarial Robustness of Semantic Segmentation Models L. Halmosi Márk Jelasity AAML VLM 260 2 0 25 Jun 2023
PEARL: Preprocessing Enhanced Adversarial Robust Learning of Image Deraining for Semantic SegmentationACM Multimedia (ACM MM), 2023 Xianghao Jiao Yao-Tsorng Liu Jiaxin Gao Xinyuan Chu Risheng Liu Xin-Yue Fan VLM 154 10 0 25 May 2023
Uncertainty-based Detection of Adversarial Attacks in Semantic Segmentation Kira Maag Asja Fischer AAML UQCV 201 5 0 22 May 2023