Taxonomic Reasoning for Rare Arthropods: Combining Dense Image Captioning and RAG for Interpretable Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Lesperance, Nathaniel, Ratnasingham, Sujeevan, Taylor, Graham W. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Improving the accuracy of automated labeling of specimen images datasets via a confidence-based process
by: Bateux, Quentin, et al.
Published: (2024)
by: Bateux, Quentin, et al.
Published: (2024)
From operculum and body tail movements to different coupling of physical activity and respiratory frequency in farmed gilthead sea bream and European sea bass. Insights on aquaculture biosensing
by: Ferrer, Miguel A., et al.
Published: (2024)
by: Ferrer, Miguel A., et al.
Published: (2024)
CS-TRD: a Cross Sections Tree Ring Detection method
by: Marichal, Henry, et al.
Published: (2023)
by: Marichal, Henry, et al.
Published: (2023)
Understanding the Impact of Training Set Size on Animal Re-identification
by: Algasov, Aleksandr, et al.
Published: (2024)
by: Algasov, Aleksandr, et al.
Published: (2024)
Fossil Image Identification using Deep Learning Ensembles of Data Augmented Multiviews
by: Hou, Chengbin, et al.
Published: (2023)
by: Hou, Chengbin, et al.
Published: (2023)
BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity
by: Gharaee, Zahra, et al.
Published: (2024)
by: Gharaee, Zahra, et al.
Published: (2024)
Deep-learning-based pan-phenomic data reveals the explosive evolution of avian visual disparity
by: Sun, Jiao
Published: (2026)
by: Sun, Jiao
Published: (2026)
Comparing fine-grained and coarse-grained object detection for ecology
by: Tam, Jess, et al.
Published: (2024)
by: Tam, Jess, et al.
Published: (2024)
Hierarchical Conditioning of Diffusion Models Using Tree-of-Life for Studying Species Evolution
by: Khurana, Mridul, et al.
Published: (2024)
by: Khurana, Mridul, et al.
Published: (2024)
AutothinkRAG: Complexity-Aware Control of Retrieval-Augmented Reasoning for Image-Text Interaction
by: Yang, Jiashu, et al.
Published: (2026)
by: Yang, Jiashu, et al.
Published: (2026)
Individual Variation Affects Outbreak Magnitude and Predictability in an Extended Multi-Pathogen SIR Model of Pigeons Vising Dairy Farms
by: Lazebnik, Teddy, et al.
Published: (2023)
by: Lazebnik, Teddy, et al.
Published: (2023)
Autonomous Reporting of Normal Chest X-rays by Artificial Intelligence in the United Kingdom. Can We Take the Human Out of the Loop?
by: Nash, Katrina, et al.
Published: (2025)
by: Nash, Katrina, et al.
Published: (2025)
Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts
by: Thomas, Drew B.
Published: (2025)
by: Thomas, Drew B.
Published: (2025)
PICS: Pipeline for Image Captioning and Search
by: Rosario, Grant, et al.
Published: (2024)
by: Rosario, Grant, et al.
Published: (2024)
Predicting Species Occurrence Patterns from Partial Observations
by: Abdelwahed, Hager Radi, et al.
Published: (2024)
by: Abdelwahed, Hager Radi, et al.
Published: (2024)
Visual Lifelog Retrieval through Captioning-Enhanced Interpretation
by: Shih, Yu-Fei, et al.
Published: (2025)
by: Shih, Yu-Fei, et al.
Published: (2025)
CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models
by: Alam, Hasan Md Tusfiqur, et al.
Published: (2025)
by: Alam, Hasan Md Tusfiqur, et al.
Published: (2025)
Retrieval-Guided Generation for Safer Histopathology Image Captioning
by: Hoq, Md. Enamul, et al.
Published: (2026)
by: Hoq, Md. Enamul, et al.
Published: (2026)
From Ecological Connectivity to Outbreak Risk: A Heterogeneous Graph Network for Epidemiological Reasoning under Sparse Spatiotemporal Data
by: Stone, Haley, et al.
Published: (2026)
by: Stone, Haley, et al.
Published: (2026)
Interactive Mars Image Content-Based Search with Interpretable Machine Learning
by: Vasu, Bhavan, et al.
Published: (2024)
by: Vasu, Bhavan, et al.
Published: (2024)
Multimodal Reasoning Agent for Zero-Shot Composed Image Retrieval
by: Tu, Rong-Cheng, et al.
Published: (2025)
by: Tu, Rong-Cheng, et al.
Published: (2025)
Informational Rescaling of PCA Maps with Application to Genetic Distance
by: Taleb, Nassim Nicholas, et al.
Published: (2023)
by: Taleb, Nassim Nicholas, et al.
Published: (2023)
An Information Theory Treatment of Animal Movement Tracks
by: Getz, Wayne M
Published: (2024)
by: Getz, Wayne M
Published: (2024)
Rare species advantage in Antarctic Lakes
by: Reynebeau, Emily, et al.
Published: (2026)
by: Reynebeau, Emily, et al.
Published: (2026)
AlbumFill: Album-Guided Reasoning and Retrieval for Personalized Image Completion
by: Tsai, Yu-Ju, et al.
Published: (2026)
by: Tsai, Yu-Ju, et al.
Published: (2026)
MammoWise: Multi-Model Local RAG Pipeline for Mammography Report Generation
by: Jahangir, Raiyan, et al.
Published: (2026)
by: Jahangir, Raiyan, et al.
Published: (2026)
REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark
by: Wasserman, Navve, et al.
Published: (2025)
by: Wasserman, Navve, et al.
Published: (2025)
iRAG: Advancing RAG for Videos with an Incremental Approach
by: Arefeen, Md Adnan, et al.
Published: (2024)
by: Arefeen, Md Adnan, et al.
Published: (2024)
Index Light, Reason Deep: Deferred Visual Ingestion for Visual-Dense Document Question Answering
by: Xu, Tao
Published: (2026)
by: Xu, Tao
Published: (2026)
CoTMR: Chain-of-Thought Multi-Scale Reasoning for Training-Free Zero-Shot Composed Image Retrieval
by: Sun, Zelong, et al.
Published: (2025)
by: Sun, Zelong, et al.
Published: (2025)
Validating Behavioral Proxies for Disease Risk Monitoring via Large-Scale E-commerce Data
by: Sasaya, Naomi, et al.
Published: (2026)
by: Sasaya, Naomi, et al.
Published: (2026)
A modular and scalable web platform for computational phylogenetics
by: Brandão, Nyckollas, et al.
Published: (2024)
by: Brandão, Nyckollas, et al.
Published: (2024)
Fisher Information and Dynamical Sampling I
by: Carrino, Mattia, et al.
Published: (2026)
by: Carrino, Mattia, et al.
Published: (2026)
Life Finds A Way: Emergence of Cooperative Structures in Adaptive Threshold Networks
by: Maley, Sean P., et al.
Published: (2025)
by: Maley, Sean P., et al.
Published: (2025)
Generating a Contact Matrix for Aged Care Settings in Australia: an agent-based model study
by: Stone, Haley, et al.
Published: (2025)
by: Stone, Haley, et al.
Published: (2025)
Emergent predictability in microbial ecosystems
by: Moran, Jacob, et al.
Published: (2024)
by: Moran, Jacob, et al.
Published: (2024)
Video Enriched Retrieval Augmented Generation Using Aligned Video Captions
by: Rosa, Kevin Dela
Published: (2024)
by: Rosa, Kevin Dela
Published: (2024)
RANKVIDEO: Reasoning Reranking for Text-to-Video Retrieval
by: Skow, Tyler, et al.
Published: (2026)
by: Skow, Tyler, et al.
Published: (2026)
A Test of the Thermodynamics of Evolution
by: Sadasivan, Daniel, et al.
Published: (2024)
by: Sadasivan, Daniel, et al.
Published: (2024)
WebCVTree4: A Newly Designed Phylogenetic and Taxonomic Study Platform for Prokaryotes Using Composition Vectors and Whole Genomes
by: Zuo, Guanghong
Published: (2026)
by: Zuo, Guanghong
Published: (2026)
Similar Items
-
Improving the accuracy of automated labeling of specimen images datasets via a confidence-based process
by: Bateux, Quentin, et al.
Published: (2024) -
From operculum and body tail movements to different coupling of physical activity and respiratory frequency in farmed gilthead sea bream and European sea bass. Insights on aquaculture biosensing
by: Ferrer, Miguel A., et al.
Published: (2024) -
CS-TRD: a Cross Sections Tree Ring Detection method
by: Marichal, Henry, et al.
Published: (2023) -
Understanding the Impact of Training Set Size on Animal Re-identification
by: Algasov, Aleksandr, et al.
Published: (2024) -
Fossil Image Identification using Deep Learning Ensembles of Data Augmented Multiviews
by: Hou, Chengbin, et al.
Published: (2023)