Hyperbolic Image Segmentation

11 March 2022

Erman Acar

Papers citing "Hyperbolic Image Segmentation"

50 / 60 papers shown

Title
Position: Beyond Euclidean -- Foundation Models Should Embrace Non-Euclidean Geometries Neil He Jiahong Liu Buze Zhang N. Bui Ali Maatouk Menglin Yang Irwin King Melanie Weber Rex Ying 29 0 0 11 Apr 2025
Hyperbolic Category Discovery Yuanpei Liu Zhenqi He Kai Han 26 0 0 08 Apr 2025
Hyperbolic Safety-Aware Vision-Language Models Tobia Poppi Tejaswi Kasarla Pascal Mettes Lorenzo Baraldi Rita Cucchiara VLM MU 59 0 0 15 Mar 2025
HELM: Hierarchical Encoding for mRNA Language Modeling Mehdi Yazdani-Jahromi Mangal Prakash Tommaso Mansi Artem Moskalev Rui Liao 84 2 0 13 Mar 2025
Deep Change Monitoring: A Hyperbolic Representative Learning Framework and a Dataset for Long-term Fine-grained Tree Change Detection Yante Li Hanwen Qi Haoyu Chen Xinlian Liang Guoying Zhao 33 0 0 01 Mar 2025
Low-distortion and GPU-compatible Tree Embeddings in Hyperbolic Space Max van Spengler Pascal Mettes 62 0 0 24 Feb 2025
Predicate Hierarchies Improve Few-Shot State Classification Emily Jin Joy Hsu Jiajun Wu OffRL 67 0 0 18 Feb 2025
Adversarial Attacks on Hyperbolic Networks Max van Spengler Jan Zahálka Pascal Mettes AAML OOD 94 0 0 02 Dec 2024
Klein Model for Hyperbolic Neural Networks Yidan Mao Jing Gu Marcus C. Werner Dongmian Zou 19 0 0 22 Oct 2024
Hyperboloid GPLVM for Discovering Continuous Hierarchies via Nonparametric Estimation Koshi Watanabe Keisuke Maeda Takahiro Ogawa Miki Haseyama 63 0 0 22 Oct 2024
Siamese networks for Poincaré embeddings and the reconstruction of evolutionary trees Ciro Carvallo Hernán Bocaccio G. Mindlin Pablo Groisman 16 0 0 09 Oct 2024
Compositional Entailment Learning for Hyperbolic Vision-Language Models Avik Pal Max van Spengler Guido Maria DÁmely di Melendugno Alessandro Flaborea Fabio Galasso Pascal Mettes CoGe 40 5 0 09 Oct 2024
A Bottom-Up Approach to Class-Agnostic Image Segmentation Sebastian Dille Ari Blondal Sylvain Paris Yağız Aksoy 11 0 0 20 Sep 2024
Uncertainty and Prediction Quality Estimation for Semantic Segmentation via Graph Neural Networks Edgar Heinert Stephan Tilgner Timo Palm Matthias Rottmann UQCV 29 0 0 17 Sep 2024
Seg-HGNN: Unsupervised and Light-Weight Image Segmentation with Hyperbolic Graph Neural Networks Debjyoti Mondal Rahul Mishra Chandan Pandey 27 0 0 10 Sep 2024
A Fashion Item Recommendation Model in Hyperbolic Space Ryotaro Shimizu Yu Wang Masanari Kimura Yuki Hirakawa Takashi Wada Yuki Saito Julian McAuley 22 3 0 04 Sep 2024
Hyperbolic Learning with Multimodal Large Language Models Paolo Mandica Luca Franco Konstantinos Kallidromitis Suzanne Petryk Fabio Galasso 39 1 0 09 Aug 2024
Taxonomy-Aware Continual Semantic Segmentation in Hyperbolic Spaces for Open-World Perception Julia Hindel Daniele Cattaneo Abhinav Valada CLL 29 0 0 25 Jul 2024
Hyp2Nav: Hyperbolic Planning and Curiosity for Crowd Navigation Guido Maria DÁmely di Melendugno Alessandro Flaborea Pascal Mettes Fabio Galasso 36 0 0 18 Jul 2024
Lightweight Uncertainty Quantification with Simplex Semantic Segmentation for Terrain Traversability Judith Dijk Gertjan J. Burghouts Kapil D. Katyal Bryanna Y. Yeh Craig Knuth Ella Fokkinga Tejaswi Kasarla Pascal Mettes 27 0 0 18 Jul 2024
Improving Hyperbolic Representations via Gromov-Wasserstein Regularization Yifei Yang Wonjun Lee Dongmian Zou Gilad Lerman 22 2 0 15 Jul 2024
Emergent Visual-Semantic Hierarchies in Image-Text Representations Morris Alper Hadar Averbuch-Elor VLM 32 6 0 11 Jul 2024
SHMamba: Structured Hyperbolic State Space Model for Audio-Visual Question Answering Zhe Yang Wenrui Li Guanghui Cheng Mamba 23 0 0 14 Jun 2024
HYPE: Hyperbolic Entailment Filtering for Underspecified Images and Texts Wonjae Kim Sanghyuk Chun Taekyung Kim Dongyoon Han Sangdoo Yun 39 7 0 26 Apr 2024
Understanding Hyperbolic Metric Learning through Hard Negative Sampling Yun Yue Fangzhou Lin Guanyi Mou Ziming Zhang SSL 25 1 0 23 Apr 2024
Hyp-OC: Hyperbolic One Class Classification for Face Anti-Spoofing Kartik Narayan Vishal M. Patel CVBM 33 1 0 22 Apr 2024
Improving Visual Recognition with Hyperbolical Visual Hierarchy Mapping Hyeongjun Kwon Jinhyun Jang Jin-Hwa Kim Kwonyoung Kim Kwanghoon Sohn 24 1 0 01 Apr 2024
Hyperbolic Metric Learning for Visual Outlier Detection Alvaro Gonzalez-Jimenez Simone Lionetti Dena Bazazian Philippe Gottfrois Fabian Gröger M. Pouly A. Navarini 44 1 0 22 Mar 2024
When Cars meet Drones: Hyperbolic Federated Learning for Source-Free Domain Adaptation in Adverse Weather Giulia Rizzoli Matteo Caligiuri Donald Shenaj F. Barbato Pietro Zanuttigh 38 1 0 20 Mar 2024
HyperVQ: MLR-based Vector Quantization in Hyperbolic Space Nabarun Goswami Yusuke Mukuta Tatsuya Harada 35 3 0 18 Mar 2024
HyperSDFusion: Bridging Hierarchical Structures in Language and Geometry for Enhanced 3D Text2Shape Generation Zhiying Leng Tolga Birdal Xiaohui Liang Federico Tombari 39 3 0 01 Mar 2024
Hyperbolic Distance-Based Speech Separation Darius Petermann Minje Kim 32 4 0 07 Jan 2024
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery Sarah Rastegar Hazel Doughty Cees G. M. Snoek 24 15 0 30 Oct 2023
Hyperbolic vs Euclidean Embeddings in Few-Shot Learning: Two Sides of the Same Coin Gabriel Moreira Manuel Marques João Paulo Costeira Alexander Hauptmann 8 4 0 18 Sep 2023
Dynamic Hyperbolic Attention Network for Fine Hand-object Reconstruction Zhiying Leng Shun-cheng Wu Mahdi Saleh Antonio Montanaro Hao Yu Yin Wang Nassir Navab Xiaohui Liang Federico Tombari 3DH 26 7 0 06 Sep 2023
Hyperbolic Random Forests Lars Doorenbos Pablo Márquez-Neila Raphael Sznitman Pascal Mettes 8 5 0 25 Aug 2023
Hyperbolic Audio-visual Zero-shot Learning Jie Hong Zeeshan Hayder Junlin Han Pengfei Fang Mehrtash Harandi L. Petersson 20 13 0 24 Aug 2023
E^2VPT: An Effective and Efficient Approach for Visual Prompt Tuning Cheng Han Qifan Wang Yiming Cui Zhiwen Cao Wenguan Wang Siyuan Qi Dongfang Liu VPVLM VLM 17 46 0 25 Jul 2023
Hyperbolic Active Learning for Semantic Segmentation under Domain Shift Luca Franco Paolo Mandica Konstantinos Kallidromitis Devin Guillory Yu-Teng Li Trevor Darrell Fabio Galasso 49 9 0 19 Jun 2023
Hyperbolic Representation Learning: Revisiting and Advancing Menglin Yang Min Zhou Rex Ying Yankai Chen Irwin King 29 19 0 15 Jun 2023
Hyperbolic Convolution via Kernel Point Aggregation Eric Qu Dongmian Zou 40 3 0 15 Jun 2023
HypLL: The Hyperbolic Learning Library Max van Spengler Philipp Wirth Pascal Mettes AI4CE 6 5 0 09 Jun 2023
HMSN: Hyperbolic Self-Supervised Learning by Clustering with Ideal Prototypes A. Durrant Georgios Leontidis SSL 20 4 0 18 May 2023
Hyperbolic Deep Learning in Computer Vision: A Survey Pascal Mettes Mina Ghadimi Atigh Martin Keller-Ressel Jeffrey Gu Serena Yeung 28 38 0 11 May 2023
Compensation Learning in Semantic Segmentation Timo Kaiser Christoph Reinders Bodo Rosenhahn NoLa 22 3 0 26 Apr 2023
Hyperbolic Geometry in Computer Vision: A Survey Pengfei Fang Mehrtash Harandi Trung Le Dinh Q. Phung 17 4 0 21 Apr 2023
Hyperbolic Image-Text Representations Karan Desai Maximilian Nickel Tanmay Rajpurohit Justin Johnson Ramakrishna Vedantam VLM 24 57 0 18 Apr 2023
HypLiLoc: Towards Effective LiDAR Pose Regression with Hyperbolic Fusion Sijie Wang Qiyu Kang Rui She Wei Wang K. Zhao Yang Song Wee Peng Tay 17 17 0 03 Apr 2023
Fully Hyperbolic Convolutional Neural Networks for Computer Vision Ahmad Bdeir Kristian Schwethelm Niels Landwehr 19 10 0 28 Mar 2023
Poincaré ResNet Max van Spengler E. Berkhout Pascal Mettes SSL 48 12 0 24 Mar 2023