Reliability in Semantic Segmentation: Can We Use Synthetic Data?

Reliability in Semantic Segmentation: Can We Use Synthetic Data?

European Conference on Computer Vision (ECCV), 2023

14 December 2023

Thibaut Loiseau

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Papers citing "Reliability in Semantic Segmentation: Can We Use Synthetic Data?"

13 / 13 papers shown

Title
ClimaOoD: Improving Anomaly Segmentation via Physically Realistic Synthetic Data Yuxing Liu Y. Liu 48 0 0 02 Dec 2025
A Framework for Low-Effort Training Data Generation for Urban Semantic Segmentation Denis Zavadski Damjan Kalšan Tim Küchler Haebom Lee Stefan Roth Carsten Rother 116 0 0 13 Oct 2025
RealDriveSim: A Realistic Multi-Modal Multi-Task Synthetic Dataset for Autonomous Driving Arpit Jadon Haoran Wang Phillip Thomas Michael Stanley S. Nathaniel Cibik Rachel Laurat Omar Maher Lukas Hoyer Ozan Unal Dengxin Dai 197 3 0 19 Jun 2025
Rethinking Semi-supervised Segmentation Beyond Accuracy: Reliability and Robustness S. Landgraf Markus Hillemann Markus Ulrich UQCV 228 0 0 06 Jun 2025
Panoramic Out-of-Distribution Segmentation Mengfei Duan Kailun Yang Yanmei Zhang Yihong Cao Fei Teng Kai Luo Kailai Li Zhiyong Li 414 0 0 06 May 2025
DUDA: Distilled Unsupervised Domain Adaptation for Lightweight Semantic Segmentation Beomseok Kang Niluthpol Chowdhury Mithun Abhinav Rajvanshi Han-Pang Chiu S. Samarasekera 315 1 0 14 Apr 2025
PoseSyn: Synthesizing Diverse 3D Pose Data from In-the-Wild 2D Data ChangHee Yang H. Song Seokhun Choi Seungwoo Lee Jaechul Kim Hoseok Do 207 0 0 17 Mar 2025
Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution ShiftsNeural Information Processing Systems (NeurIPS), 2024 Zhitong Gao Bingnan Li Mathieu Salzmann Xuming He OOD VLM 349 5 0 06 Nov 2024
Cityscape-Adverse: Benchmarking Robustness of Semantic Segmentation with Realistic Scene Modifications via Diffusion-Based Image EditingIEEE Access (IEEE Access), 2024 Naufal Suryanto Andro Aprila Adiputra Ahmada Yusril Kadiptya Thi-Thu-Huong Le Derry Pratama Yongsu Kim Howon Kim DiffM 269 4 0 01 Nov 2024
First Place Solution to the ECCV 2024 BRAVO Challenge: Evaluating Robustness of Vision Foundation Models for Semantic Segmentation Tommie Kerssies Daan de Geus Gijs Dubbelman 250 3 0 25 Sep 2024
The BRAVO Semantic Segmentation Challenge Results in UNCV2024 Tuan-Hung Vu Eduardo Valle Andrei Bursuc Tommie Kerssies Daan de Geus ... Michael J. Smith F. Ferrie Shamik Basu Daniel Gehrig Luc Van Gool UQCV VLM 319 5 0 23 Sep 2024
How Could Generative AI Support Compliance with the EU AI Act? A Review for Safe Automated Driving PerceptionInternational Conference on Vehicular Electronics and Safety (ICVES), 2024 Mert Keser Youssef Shoeb Alois Knoll 275 4 0 30 Aug 2024
Placing Objects in Context via Inpainting for Out-of-distribution Segmentation Pau de Jorge Riccardo Volpi P. Dokania Juil Sock Grégory Rogez DiffM 364 9 0 26 Feb 2024