2nd Beyond Euclidean: Hyperbolic and Hyperspherical Learning for Computer Vision

HAPPI: Hyperbolic Hierarchical Part Prototypes for Image Recognition

Hooman Vaseli,

Victoria Wu,

Nima Kondori,

Nguyen Nhat Minh To,

Andrea Fung,

Ang Nan Gu,

Purang Abolmaesumi

[pdf] [supp]

[bibtex]

@InProceedings{Vaseli_2025_ICCV, author = {Vaseli, Hooman and Wu, Victoria and Kondori, Nima and To, Nguyen Nhat Minh and Fung, Andrea and Gu, Ang Nan and Abolmaesumi, Purang}, title = {HAPPI: Hyperbolic Hierarchical Part Prototypes for Image Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {685-694} }

Geometric Inductive Priors in Diffusion-Based Optical Flow Estimation

Alberto Pepe,

Paulo Dos Santos Mendonca,

Joan Lasenby

[pdf]

[bibtex]

@InProceedings{Pepe_2025_ICCV, author = {Pepe, Alberto and Dos Santos Mendonca, Paulo and Lasenby, Joan}, title = {Geometric Inductive Priors in Diffusion-Based Optical Flow Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {644-654} }

HierVision: Standardized and Reproducible Hierarchical Sources for Vision Datasets

Tejaswi Kasarla,

Ruthu Hulikal Rooparaghunath,

Stefano D'arrigo,

Gowreesh Mago,

Abhishek Jha,

Melika Ayoughi,

Swasti Shreya Mishra,

Ana Manzano Rodríguez,

Teng Long,

Mina Ghadimi Atigh,

Max Van Spengler,

Pascal Mettes

[pdf]

[bibtex]

@InProceedings{Kasarla_2025_ICCV, author = {Kasarla, Tejaswi and Rooparaghunath, Ruthu Hulikal and D'arrigo, Stefano and Mago, Gowreesh and Jha, Abhishek and Ayoughi, Melika and Mishra, Swasti Shreya and Rodr{\'\i}guez, Ana Manzano and Long, Teng and Atigh, Mina Ghadimi and Van Spengler, Max and Mettes, Pascal}, title = {HierVision: Standardized and Reproducible Hierarchical Sources for Vision Datasets}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {671-684} }

Sparse Hyperbolic Convolutional Networks with Enhanced Object Localization via GradCAM Analysis

Vijayavallabh Jayamanikandan,

Jithamanyu Settur,

Lokesh Rajulapati,

Raghunathan Rengaswamy

[pdf] [supp]

[bibtex]

@InProceedings{Jayamanikandan_2025_ICCV, author = {Jayamanikandan, Vijayavallabh and Settur, Jithamanyu and Rajulapati, Lokesh and Rengaswamy, Raghunathan}, title = {Sparse Hyperbolic Convolutional Networks with Enhanced Object Localization via GradCAM Analysis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {695-703} }

Flatland and Beyond: Mutual Information Across Geometries

Youssef Wally,

Johan Mylius-Kroken,

Michael Kampffmeyer,

Rezvan Ehsani,

Vladan Milosevic,

Elisabeth Wetzer

[pdf] [supp]

[bibtex]

@InProceedings{Wally_2025_ICCV, author = {Wally, Youssef and Mylius-Kroken, Johan and Kampffmeyer, Michael and Ehsani, Rezvan and Milosevic, Vladan and Wetzer, Elisabeth}, title = {Flatland and Beyond: Mutual Information Across Geometries}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {661-670} }

HIVE: A Hyperbolic Interactive Visualization Explorer for Representation Learning

Thijmen Nijdam,

Derck Prinzhorn,

Jurgen de Heus,

Thomas Brouwer

[pdf] [supp]

[bibtex]

@InProceedings{Nijdam_2025_ICCV, author = {Nijdam, Thijmen and Prinzhorn, Derck and de Heus, Jurgen and Brouwer, Thomas}, title = {HIVE: A Hyperbolic Interactive Visualization Explorer for Representation Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {655-660} }