Robust Semantic Segmentation with Superpixel-Mix

Robust Semantic Segmentation with Superpixel-Mix

2 August 2021

Angela Yao

Papers citing "Robust Semantic Segmentation with Superpixel-Mix"

18 / 18 papers shown

Title
D-Feat Occlusions: Diffusion Features for Robustness to Partial Visual Occlusions in Object Recognition Rupayan Mallick Sibo Dong Nataniel Ruiz Sarah Adel Bargal DiffM 47 0 0 08 Apr 2025
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 Christos Sakaridis Luc Van Gool UQCV VLM 41 3 0 23 Sep 2024
Benchmarking Segmentation Models with Mask-Preserved Attribute Editing Zijin Yin Kongming Liang Bing Li Zhanyu Ma Jun Guo VLM 33 2 0 02 Mar 2024
2D Feature Distillation for Weakly- and Semi-Supervised 3D Semantic Segmentation Ozan Unal Dengxin Dai Lukas Hoyer Y. Can Luc Van Gool 3DPC 13 5 0 27 Nov 2023
Tailoring Mixup to Data for Calibration Quentin Bouniot Pavlo Mozharovskyi Florence dÁlché-Buc 55 1 0 02 Nov 2023
Rethinking Superpixel Segmentation from Biologically Inspired Mechanisms Ting Zhao Bo Peng Yuan Sun Daipeng Yang ZhenGuang Zhange Xi Wu 14 3 0 23 Sep 2023
Improving CLIP Robustness with Knowledge Distillation and Self-Training Clement Laroudie Andrei Bursuc Mai Lan Ha Gianni Franchi VLM 24 5 0 19 Sep 2023
Learning to Generate Training Datasets for Robust Semantic Segmentation Marwane Hariat Olivier Laurent Rémi Kazmierczak Shihao Zhang Andrei Bursuc Angela Yao Gianni Franchi UQCV 21 2 0 01 Aug 2023
A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability Chengtai Cao Fan Zhou Yurou Dai Jianping Wang Kunpeng Zhang AAML 16 27 0 21 Dec 2022
Improving Predictive Performance and Calibration by Weight Fusion in Semantic Segmentation Timo Sämann A. Hammam Andrei Bursuc Christoph Stiller H. Groß FedML 25 1 0 22 Jul 2022
Latent Discriminant deterministic Uncertainty Gianni Franchi Xuanlong Yu Andrei Bursuc Emanuel Aldea Séverine Dubuisson David Filliat UQCV 22 18 0 20 Jul 2022
SuperpixelGridCut, SuperpixelGridMean and SuperpixelGridMix Data Augmentation K. Hammoudi A. Cabani Bouthaina Slika H. Benhabiles Fadi Dornaika Mahmoud Melkemi 23 3 0 11 Apr 2022
FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation Sohyun Lee Taeyoung Son Suha Kwak 43 72 0 04 Apr 2022
MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks Gianni Franchi Xuanlong Yu Andrei Bursuc Ángel Tena Rémi Kazmierczak Séverine Dubuisson Emanuel Aldea David Filliat UQCV 13 28 0 02 Mar 2022
ViCE: Improving Dense Representation Learning by Superpixelization and Contrasting Cluster Assignment Robin Karlsson Tomoki Hayashi Keisuke Fujii Alexander Carballo Kento Ohtani K. Takeda SSL 34 4 0 24 Nov 2021
Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity Jang-Hyun Kim Wonho Choo Hosan Jeong Hyun Oh Song 197 176 0 05 Feb 2021
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 270 5,660 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 261 9,134 0 06 Jun 2015