OOD-CV-v2: An extended Benchmark for Robustness to Out-of-Distribution
Shifts of Individual Nuisances in Natural Images

OOD-CV-v2: An extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images

17 April 2023

Christian Theobalt

Adam Kortylewski

Papers citing "OOD-CV-v2: An extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images"

10 / 10 papers shown

Title
Benchmarking Object Detectors under Real-World Distribution Shifts in Satellite Imagery Sara Al-Emadi Yin Yang Ferda Ofli 39 0 0 24 Mar 2025
BelHouse3D: A Benchmark Dataset for Assessing Occlusion Robustness in 3D Point Cloud Semantic Segmentation Umamaheswaran Raman Kumar A. Fayjie Jurgen Hannaert Patrick Vandewalle 3DV 3DPC 82 1 0 20 Nov 2024
Cityscape-Adverse: Benchmarking Robustness of Semantic Segmentation with Realistic Scene Modifications via Diffusion-Based Image Editing Naufal Suryanto Andro Aprila Adiputra Ahmada Yusril Kadiptya Thi-Thu-Huong Le Derry Pratama Yongsu Kim Howon Kim DiffM 57 0 0 01 Nov 2024
Latent Enhancing AutoEncoder for Occluded Image Classification Ketan Kotwal Tanay Deshmukh Preeti Gopal 20 1 0 10 Feb 2024
Source-Free and Image-Only Unsupervised Domain Adaptation for Category Level Object Pose Estimation Prakhar Kaushik Aayush Mishra Adam Kortylewski Alan L. Yuille 3DH 26 4 0 19 Jan 2024
Generating Images with 3D Annotations Using Diffusion Models Wufei Ma Qihao Liu Jiahao Wang Angtian Wang Xiaoding Yuan ... Ruxiao Duan Yongrui Qi Adam Kortylewski Yaoyao Liu Alan Yuille DiffM 21 4 0 13 Jun 2023
Self-Supervised Visual Representation Learning with Semantic Grouping Xin Wen Bingchen Zhao Anlin Zheng Xinming Zhang Xiaojuan Qi SSL 117 71 0 30 May 2022
Are Transformers More Robust Than CNNs? Yutong Bai Jieru Mei Alan Yuille Cihang Xie ViT AAML 192 257 0 10 Nov 2021
Improving Contrastive Learning by Visualizing Feature Transformation Rui Zhu Bingchen Zhao Jingen Liu Zhenglong Sun C. L. P. Chen SSL 96 78 0 06 Aug 2021
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 267 3,110 0 04 Nov 2016