Reliability in Semantic Segmentation: Can We Use Synthetic Data?

Reliability in Semantic Segmentation: Can We Use Synthetic Data?

14 December 2023

Thibaut Loiseau

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

10 / 10 papers shown

Title
Panoramic Out-of-Distribution Segmentation Mengfei Duan Kailun Yang Yanmei Zhang Yihong Cao Fei Teng Kai Luo Jiaming Zhang Zhiyong Li Shutao Li 59 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 31 0 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 48 0 0 17 Mar 2025
Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts Zhitong Gao Bingnan Li Mathieu Salzmann Xuming He OOD VLM 57 1 0 06 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
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 69 2 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 41 3 0 23 Sep 2024
How Could Generative AI Support Compliance with the EU AI Act? A Review for Safe Automated Driving Perception Mert Keser Youssef Shoeb Alois Knoll 49 2 0 30 Aug 2024
Placing Objects in Context via Inpainting for Out-of-distribution Segmentation Pau de Jorge Riccardo Volpi P. Dokania Philip Torr Grégory Rogez DiffM 55 5 0 26 Feb 2024
RePaint: Inpainting using Denoising Diffusion Probabilistic Models Andreas Lugmayr Martin Danelljan Andrés Romero Feng Yu Radu Timofte Luc Van Gool DiffM 233 1,355 0 24 Jan 2022