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Benchmarking the Robustness of Spatial-Temporal Models Against Corruptions

13 October 2021

Papers citing "Benchmarking the Robustness of Spatial-Temporal Models Against Corruptions"

23 / 23 papers shown

Title
SHARDeg: A Benchmark for Skeletal Human Action Recognition in Degraded Scenarios Simon Malzard Nitish Mital Richard Walters Victoria Nockles Raghuveer Rao Celso M. De Melo 3DH 176 0 0 23 May 2025
Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency Jiafeng Liang Shixin Jiang Xuan Dong Ning Wang Zheng Chu Hui Su Jinlan Fu Ming-Yuan Liu See-Kiong Ng Bing Qin 139 0 0 20 May 2025
Robust and Transferable Backdoor Attacks Against Deep Image Compression With Selective Frequency Prior Yi Yu Yufei Wang Wenhan Yang Lanqing Guo Shijian Lu Ling-yu Duan Yap-Peng Tan Alex C. Kot AAML 147 9 0 02 Dec 2024
Benchmarking the Robustness of Optical Flow Estimation to Corruptions Zhonghua Yi Hao-miao Shi Zhijie Xu Yao Gao Ze Wang Yanmei Zhang Kailun Yang Kaiwei Wang AAML 137 1 0 22 Nov 2024
Adaptive Sensitivity Analysis for Robust Augmentation against Natural Corruptions in Image Segmentation L. Zheng Wenjie Wei Tony Wu Jacob Clements Shreelekha Revankar Andre Harrison Yu Shen Ming-Chyuan Lin AAML 108 0 0 03 Jun 2024
Benchmarking the Robustness of Temporal Action Detection Models Against Temporal Corruptions Runhao Zeng Xiaoyong Chen Jiaming Liang Huisi Wu Guangzhong Cao Yong Guo AAML 104 5 0 29 Mar 2024
Assessing Visually-Continuous Corruption Robustness of Neural Networks Relative to Human Performance Huakun Shen Boyue Caroline Hu Krzysztof Czarnecki Lina Marsso Marsha Chechik 125 1 0 29 Feb 2024
Adversarial Augmentation Training Makes Action Recognition Models More Robust to Realistic Video Distribution Shifts Kiyoon Kim Shreyank N. Gowda Panagiotis Eustratiadis Antreas Antoniou Robert B Fisher 126 2 0 21 Jan 2024
RoboDepth: Robust Out-of-Distribution Depth Estimation under Corruptions Lingdong Kong Shaoyuan Xie Hanjiang Hu Lai Xing Ng Benoit R. Cottereau Wei Tsang Ooi OODD 113 34 0 23 Oct 2023
RobustMQ: Benchmarking Robustness of Quantized Models Yisong Xiao Aishan Liu Tianyuan Zhang Haotong Qin Jinyang Guo Xianglong Liu MQ 97 19 0 04 Aug 2023
The RoboDepth Challenge: Methods and Advancements Towards Robust Depth Estimation Lingdong Kong Yaru Niu Shaoyuan Xie Hanjiang Hu Lai Xing Ng ... Zhenyu Li Runze Chen Haiyong Luo Fang Zhao Jing Yu 105 14 0 27 Jul 2023
Adversarial Backdoor Attack by Naturalistic Data Poisoning on Trajectory Prediction in Autonomous Driving Mozhgan Pourkeshavarz Mohammad Sabokrou Amir Rasouli AAML 100 7 0 27 Jun 2023
Robustness of SAM: Segment Anything Under Corruptions and Beyond Yu Qiao Chaoning Zhang Taegoo Kang Donghun Kim Chenshuang Zhang Choong Seon Hong AAML 60 34 0 13 Jun 2023
Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models Shuo Chen Jindong Gu Zhen Han Yunpu Ma Philip Torr Volker Tresp VPVLM VLM 137 24 0 03 Jun 2023
Robo3D: Towards Robust and Reliable 3D Perception against Corruptions Lingdong Kong You-Chen Liu Xin Li Runnan Chen Wenwei Zhang Jiawei Ren Liang Pan Kaili Chen Ziwei Liu 141 99 0 30 Mar 2023
Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger Yi Yu Yufei Wang Wenhan Yang Shijian Lu Yap-Peng Tan Alex C. Kot 128 46 0 28 Feb 2023
Temporal Coherent Test-Time Optimization for Robust Video Classification Chenyu Yi Siyuan Yang Yufei Wang Haoliang Li Yap-Peng Tan Alex C. Kot TTA 92 13 0 28 Feb 2023
Video Test-Time Adaptation for Action Recognition Wei Lin M. Jehanzeb Mirza Mateusz Koziñski Horst Possegger Hilde Kuehne Horst Bischof TTA 107 33 0 24 Nov 2022
ModSelect: Automatic Modality Selection for Synthetic-to-Real Domain Generalization Zdravko Marinov Alina Roitberg David Schneider Rainer Stiefelhagen 65 5 0 19 Aug 2022
Large-scale Robustness Analysis of Video Action Recognition Models Madeline Chantry Schiappa Naman Biyani Prudvi Kamtam Shruti Vyas Hamid Palangi Vibhav Vineet Yogesh S Rawat AAML 98 28 0 04 Jul 2022
3D Common Corruptions and Data Augmentation Oğuzhan Fatih Kar Teresa Yeo Andrei Atanov Amir Zamir 3DPC 134 115 0 02 Mar 2022
A Coding Framework and Benchmark towards Compressed Video Understanding Yuan Tian Guo Lu Yichao Yan Guangtao Zhai Lixing Chen Zhiyong Gao 83 26 0 06 Feb 2022
Recur, Attend or Convolve? On Whether Temporal Modeling Matters for Cross-Domain Robustness in Action Recognition Sofia Broomé Ernest Pokropek Boyu Li Hedvig Kjellström 86 7 0 22 Dec 2021