Taxonomy-Aware Continual Semantic Segmentation in Hyperbolic Spaces for
Open-World Perception

Taxonomy-Aware Continual Semantic Segmentation in Hyperbolic Spaces for Open-World Perception

25 July 2024

Daniele Cattaneo

Abhinav Valada

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Papers citing "Taxonomy-Aware Continual Semantic Segmentation in Hyperbolic Spaces for Open-World Perception"

14 / 14 papers shown

Title
Few-Shot Panoptic Segmentation With Foundation Models Markus Kappeler Kürsat Petek Niclas Vodisch Wolfram Burgard Abhinav Valada 66 18 0 19 Sep 2023
Taxonomic Class Incremental Learning Yuzhao Chen Zonghua Li Zhiyuan Hu Nuno Vasconcelos CLL 74 3 0 12 Apr 2023
SkyEye: Self-Supervised Bird's-Eye-View Semantic Mapping Using Monocular Frontal View Images Nikhil Gosala Kürsat Petek Paulo L. J. Drews-Jr Wolfram Burgard Abhinav Valada MDE 55 36 0 08 Feb 2023
Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation Zekang Zhang Guangyu Gao Zhiyuan Fang Jianbo Jiao Yunchao Wei CLL 52 31 0 13 Nov 2022
Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation Donghyeon Baek Youngmin Oh Sanghoon Lee Junghyup Lee Bumsub Ham CLL VLM 37 29 0 12 Oct 2022
Continual Learning with Evolving Class Ontologies Zhiqiu Lin Deepak Pathak Yu-Xiong Wang Deva Ramanan Shu Kong CLL 81 9 0 10 Oct 2022
Rethinking Few-Shot Class-Incremental Learning with Open-Set Hypothesis in Hyperbolic Geometry Yawen Cui Zitong Yu Wei Peng Li Liu CLL 72 12 0 20 Jul 2022
Hyperbolic Image Segmentation Mina Ghadimi Atigh Julian Schoep Erman Acar Nanne van Noord Pascal Mettes 101 91 0 11 Mar 2022
RECALL: Replay-based Continual Learning in Semantic Segmentation Andrea Maracani Umberto Michieli Marco Toldo Pietro Zanuttigh VLM CLL 91 115 0 08 Aug 2021
Essentials for Class Incremental Learning Sudhanshu Mittal Silvio Galesso Thomas Brox CLL 58 97 0 18 Feb 2021
PLOP: Learning without Forgetting for Continual Semantic Segmentation Arthur Douillard Yifu Chen Arnaud Dapogny Matthieu Cord CLL 60 242 0 23 Nov 2020
Geoopt: Riemannian Optimization in PyTorch Max Kochurov R. Karimov Sergei Kozlukov 92 126 0 06 May 2020
Hyperbolic Neural Networks O. Ganea Gary Bécigneul Thomas Hofmann 58 605 0 23 May 2018
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 1.1K 11,654 0 06 Apr 2016