Cover Image

Hyperbolic Multimodal Representation Learning for Biological Taxonomies

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gong, ZeMing, Tang, Chuanqi, Huo, Xiaoliang, Pellegrino, Nicholas, Wang, Austin T., Taylor, Graham W., Chang, Angel X., Lowe, Scott C., Haurum, Joakim Bruslund
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Computation and Language Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

CLIBD: Bridging Vision and Genomics for Biodiversity Monitoring at Scale
by: Gong, ZeMing, et al.
Published: (2024)

BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity
by: Gharaee, Zahra, et al.
Published: (2024)

ViGiL3D: A Linguistically Diverse Dataset for 3D Visual Grounding
by: Wang, Austin T., et al.
Published: (2025)

An Empirical Study into Clustering of Unseen Datasets with Self-Supervised Encoders
by: Lowe, Scott C., et al.
Published: (2024)

Agglomerative Token Clustering
by: Haurum, Joakim Bruslund, et al.
Published: (2024)

How to Sample High Quality 3D Fractals for Action Recognition Pre-Training?
by: Putak, Marko, et al.
Published: (2026)

Comparing Euclidean and Hyperbolic K-Means for Generalized Category Discovery
by: Dalal, Mohamad, et al.
Published: (2026)

BarcodeBERT: Transformers for Biodiversity Analysis
by: Arias, Pablo Millan, et al.
Published: (2023)

From Pixels to Privacy: Temporally Consistent Video Anonymization via Token Pruning for Privacy Preserving Action Recognition
by: Aslam, Nazia, et al.
Published: (2026)

Self-Distillation of Hidden Layers for Self-Supervised Representation Learning
by: Lowe, Scott C., et al.
Published: (2026)

HSM: Hierarchical Scene Motifs for Multi-Scale Indoor Scene Generation
by: Pun, Hou In Derek, et al.
Published: (2025)

A Hyperbolic Perspective on Hierarchical Structure in Object-Centric Scene Representations
by: Madan, Neelu, et al.
Published: (2026)

Generating Synthetic Stereo Datasets using 3D Gaussian Splatting and Expert Knowledge Transfer
by: Slezak, Filip, et al.
Published: (2025)

GoCoMA: Hyperbolic Multimodal Representation Fusion for Large Language Model-Generated Code Attribution
by: Choudhury, Nitin, et al.
Published: (2026)

Facets, Taxonomies, and Syntheses: Navigating Structured Representations in LLM-Assisted Literature Review
by: Fok, Raymond, et al.
Published: (2025)

Taxonomy-Aware Representation Alignment for Hierarchical Visual Recognition with Large Multimodal Models
by: He, Hulingxiao, et al.
Published: (2026)

HyperbolicRAG: Enhancing Retrieval-Augmented Generation with Hyperbolic Representations
by: Cao, Linxiao, et al.
Published: (2025)

TALES: A Taxonomy and Analysis of Cultural Representations in LLM-generated Stories
by: Bhagat, Kirti, et al.
Published: (2025)

DirectTriGS: Triplane-based Gaussian Splatting Field Representation for 3D Generation
by: Ju, Xiaoliang, et al.
Published: (2025)

Hyperbolic Image-Text Representations
by: Desai, Karan, et al.
Published: (2023)

Exploring Multimodal Challenges in Toxic Chinese Detection: Taxonomy, Benchmark, and Findings
by: Yang, Shujian, et al.
Published: (2025)

Taxonomy-Aware Continual Semantic Segmentation in Hyperbolic Spaces for Open-World Perception
by: Hindel, Julia, et al.
Published: (2024)

Introduction to Scientific Programming with Python
by: Sundnes, Joakim
Published: (2020)

Learning Structured Representations with Hyperbolic Embeddings
by: Sinha, Aditya, et al.
Published: (2024)

Language as a Label: Zero-Shot Multimodal Classification of Everyday Postures under Data Scarcity
by: Tang, MingZe, et al.
Published: (2025)

Point Cloud Segmentation of Agricultural Vehicles using 3D Gaussian Splatting
by: Christiansen, Alfred T., et al.
Published: (2025)

Multi-Hop Reasoning for Question Answering with Hyperbolic Representations
by: Welz, Simon, et al.
Published: (2025)

Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning
by: Wang, Jianing, et al.
Published: (2023)

Image Matters: A New Dataset and Empirical Study for Multimodal Hyperbole Detection
by: Zhang, Huixuan, et al.
Published: (2023)

Cross-Sim-NGF: FFT-Based Global Rigid Multimodal Alignment of Image Volumes using Normalized Gradient Fields
by: Öfverstedt, Johan, et al.
Published: (2021)

Taxonomy, Opportunities, and Challenges of Representation Engineering for Large Language Models
by: Wehner, Jan, et al.
Published: (2025)

Let Storytelling Tell Vivid Stories: An Expressive and Fluent Multimodal Storyteller
by: Zang, Chuanqi, et al.
Published: (2024)

Aged to Perfection: Machine-Learning Maps of Age in Conversational English
by: Tang, MingZe
Published: (2025)

Improving Hyperbolic Representations via Gromov-Wasserstein Regularization
by: Yang, Yifei, et al.
Published: (2024)

Holonomy: A Virtual Reality Exploration of Hyperbolic Geometry
by: Skrodzki, Martin, et al.
Published: (2024)

Taxonomy of User Needs and Actions
by: Shelby, Renee, et al.
Published: (2025)

DynAlign: Unsupervised Dynamic Taxonomy Alignment for Cross-Domain Segmentation
by: Sun, Han, et al.
Published: (2025)

FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion
by: Xu, Fred, et al.
Published: (2025)

Case Law Grounding: Using Precedents to Align Decision-Making for Humans and AI
by: Chen, Quan Ze, et al.
Published: (2023)

From No to Know: Taxonomy, Challenges, and Opportunities for Negation Understanding in Multimodal Foundation Models
by: Vatsa, Mayank, et al.
Published: (2025)