CV4E 2025 at ICCV

Accepted Papers and Abstracts

Archival papers

Paper IDPaper TitleAuthors
2WildSAT: Learning Satellite Image Representations from Wildlife ObservationsRangel Daroya, Elijah Cole, Oisin Mac Aodha, Grant Van Horn, Subhransu Maji
3Fine-Grained Beetle Taxonomy with Vision Models: A Benchmark on Long-Tailed and Domain-Adaptive ClassificationS M Rayeed, Alyson East, Samuel Stevens, Sydne Record, Charles V. Stewart
4Species-level Detection and Tracking of Caribbean Coral Reef FishLevi Cai, Austin Greene, Daniel Yang, Nadège Aoki, Sierra D. Jarriel, Jasper Ha, Nathan Formel, T. Aran Mooney, Yogesh Girdhar
7Back Home: A Computer Vision Solution to Seashell Identification for Ecological RestorationAlexander Valverde, Luis Fernando Solano Coto, André Montoya Fernández
10Bridging Domain Gaps for Fine-Grained Moth Classification Through Expert-Informed Adaptation and Foundation Model PriorsRoss J Gardiner, Guillaume Mougeot, Sareh Rowlands, Benno I Simmons, Flemming Helsing, Toke Thomas Høye
11Divide and Conquer: Structured Reranking for Expert-Level Ecological Image RetrievalAsmi Kumar, Edward Vendrow, Sara Beery

Non-archival papers & abstracts

Paper IDPaper TitleAuthors
1ForestFormer3D: A Unified Framework for End-to-End Segmentation of Forest LiDAR 3D Point CloudsBinbin Xiang, Maciej Wielgosz, Stefano Puliti, Kamil Kral, Martin Krucek, Azim Missarov, Rasmus Astrup
2WildSAT: Learning Satellite Image Representations from Wildlife ObservationsRangel Daroya, Elijah Cole, Oisin Mac Aodha, Grant Van Horn, Subhransu Maji
3LD-SDM: Language-Driven Hierarchical Species Distribution ModelingSrikumar Sastry, Xin Xing, Aayush Dhakal, Subash Khanal, Adeel Ahmad, Nathan Jacobs
4ImageNet Misrepresents Biodiversity, But Does It Matter For Pretraining?Gaurav Iyer, David Rolnick, Esther Rolf, Sasha Luccioni
7Exploring Real-time Semantic SLAM in Coral Reefs with MASt3R-SLAMJonathan Sauder, Devis Tuia
8Towards Lightweight Vision Models for Ecological Earth ObservationPatrick Vincent Ndowo and Tushar Shinde
9Geographical Priors for Fine-grained Butterfly Species ClassificationNavodita Mathur, Aishwarya Kotharu
10Scaling up Multi-Sensor Monitoring of Forest Restoration with Computer Vision and Deep Learning: A Case Study from Hawai’iYuyan Chen, Valentin Gabeff, Maximiliane Jousse, Fedor Zolotarev, Ekaterina Nepovinnykh, Mike Long, Daniel Rubenstein
11Building a Flexible Framework for Automated White Shark Re-IdentificationFabrice Kurmann, Connor Pryor, Charles Dickens, Alexandra Eva DiGiacomo, Samantha Andrzejaczek, Eriq Augustine, Barbara Block, Lise Getoor
15Spatiotemporal Forecasting using ConvLSTM for Deforestation MonitoringMuhamad Iqbal Januadi Putra, Raka Admiral Abdurrahman, Vincent Alexander
17MPVision: An End-to-End Computer Vision Pipeline for Rapid Aquatic Microplastic Classification & QuantificationYuewen Luo, Ungku Zoe Anysa Ungku Faiz, Chelsea Rochman, Florian Shkurti