Benchmarking Robustness in Neural Radiance Fields

Benchmarking Robustness in Neural Radiance Fields

10 January 2023

Cihang Xie

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Papers citing "Benchmarking Robustness in Neural Radiance Fields"

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Title
RoHOI: Robustness Benchmark for Human-Object Interaction Detection Di Wen Kunyu Peng Kailun Yang Yufan Chen Ruiping Liu Junwei Zheng Alina Roitberg Danda Pani Paudel Luc Van Gool Rainer Stiefelhagen VLM 186 3 0 12 Jul 2025
Benchmarking Image Similarity Metrics for Novel View Synthesis Applications Charith Wickrema Sara Leary Shivangi Sarkar Mark Giglio Eric Bianchi Eliza Mace Michael Twardowski 107 1 0 14 Jun 2025
Beyond Anonymization: Object Scrubbing for Privacy-Preserving 2D and 3D Vision Tasks Murat Bilgehan Ertan Ronak Sahu Phuong Ha Nguyen Kaleel Mahmood Marten van Dijk 306 0 0 23 Apr 2025
Towards Degradation-Robust Reconstruction in Generalizable NeRF Chan Ho Park Ka Leong Cheng Zhicheng Wang Qifeng Chen 278 0 0 18 Nov 2024
CrossScore: Towards Multi-View Image Evaluation and Scoring Zirui Wang Wenjing Bian Omkar M. Parkhi Yuheng Ren V. Prisacariu 198 3 0 22 Apr 2024
Removing Adverse Volumetric Effects From Trained Neural Radiance Fields A. L. Teigen Mauhing Yip Victor P. Hamran Vegard Skui Annette Stahl Rudolf Mester 129 1 0 17 Nov 2023
Shielding the Unseen: Privacy Protection through Poisoning NeRF with Spatial Deformation Yihan Wu Brandon Y. Feng Heng-Chiao Huang 98 4 0 04 Oct 2023
Digging into Depth Priors for Outdoor Neural Radiance FieldsACM Multimedia (ACM MM), 2023 Chen Wang Jiadai Sun Lina Liu Chenming Wu Zhelun Shen Dayan Wu Yuchao Dai Liangjun Zhang 155 14 0 08 Aug 2023
Enhancing Neural Rendering Methods with Image Augmentations Juan C. Pérez Sara Rojas Jesus Zarzar Guohao Li 172 1 0 15 Jun 2023
NeRFool: Uncovering the Vulnerability of Generalizable Neural Radiance Fields against Adversarial PerturbationsInternational Conference on Machine Learning (ICML), 2023 Y. Fu Ye Yuan Souvik Kundu Shang Wu Shunyao Zhang Yingyan Lin AAML 193 11 0 10 Jun 2023
Towards a Robust Framework for NeRF Evaluation Adrian Azzarelli Nantheera Anantrasirichai David R Bull 227 6 0 29 May 2023
Perceptual Quality Assessment of NeRF and Neural View Synthesis Methods for Front-Facing Views Hanxue Liang Tianhao Wu Param Hanji Francesco Banterle Hongyun Gao Rafał K. Mantiuk Cengiz Öztireli 184 28 0 24 Mar 2023