Title
Towards Application-Specific Evaluation of Vision Models: Case Studies in Ecology and Biology A. H. H. Chan Otto Brookes Urs Waldmann Hemal Naik I. Couzin ... Lukas Boesch M. Arandjelovic H. Kühl T. Burghardt Fumihiro Kano 48 0 0 05 May 2025
WildLive: Near Real-time Visual Wildlife Tracking onboard UAVs Nguyen Ngoc Dat Tom Richardson Matthew Watson Kilian Meier Jenna Kline Sid Reid Guy Maalouf Duncan Hine Majid Mirmehdi T. Burghardt 24 0 0 14 Apr 2025
Efficient Mixture of Geographical Species for On Device Wildlife Monitoring Emmanuel Azuh Mensah Joban Mand Yueheng Ou Min Jang Kurtis Heimerl 29 0 0 11 Apr 2025
MMLA: Multi-Environment, Multi-Species, Low-Altitude Aerial Footage Dataset Jenna Kline S. Guy Maalouf Camille Rondeau Saint-Jean Dat Nguyen Ngoc ... Elzbieta Pastucha Blair R. Costelloe Matthew Watson Thomas Richardson Ulrik Pagh Schultz Lundquist 19 0 0 10 Apr 2025
A Bird Song Detector for improving bird identification through Deep Learning: a case study from Doñana Alba Márquez-Rodríguez Miguel Ángel Mohedano-Munoz Manuel J. Marín-Jiménez Eduardo Santamaría-García Giulia Bastianelli Pedro Jordano Irene Mendoza 44 0 0 19 Mar 2025
Inteligencia Artificial para la conservación y uso sostenible de la biodiversidad, una visión desde Colombia (Artificial Intelligence for conservation and sustainable use of biodiversity, a view from Colombia) Juan Sebastián Canas Camila Parra-Guevara Manuela Montoya-Castrillón Julieta M Ramírez-Mejía Gabriel-Alejandro Perilla ... Mario Murcia Elkin A. Noguera-Urbano Jose Manuel Ochoa-Quintero Susana Rodríguez Buriticá J. Ulloa 39 0 0 17 Mar 2025
MaskSDM with Shapley values to improve flexibility, robustness, and explainability in species distribution modeling Robin Zbinden Nina Van Tiel Gencer Sumbul Chiara Vanalli B. Kellenberger D. Tuia 39 0 0 17 Mar 2025
Resource efficient data transmission on animals based on machine learning Wilhelm Kerle-Malcharek Karsten Klein Martin Wikelski F. Schreiber Timm A. Wild 34 0 0 13 Mar 2025
Open-Set Recognition of Novel Species in Biodiversity Monitoring Yuyan Chen Nico Lang B. Christian Schmidt Aditya Jain Yves Basset Sara Beery Maxim Larrivée David Rolnick 42 0 0 03 Mar 2025
The PanAf-FGBG Dataset: Understanding the Impact of Backgrounds in Wildlife Behaviour Recognition Otto Brookes Maksim Kukushkin Majid Mirmehdi Colleen Stephens Paula Dieguez ... Lukas Boesch Thomas Schmid M. Arandjelovic H. Kühl T. Burghardt 46 0 0 28 Feb 2025
Surveying Attitudinal Alignment Between Large Language Models Vs. Humans Towards 17 Sustainable Development Goals Qingyang Wu Ying Xu Tingsong Xiao Yunze Xiao Yitong Li ... Yichi Zhang Shanghai Zhong Yuwei Zhang Wei Lu Yifan Yang 73 1 0 17 Jan 2025
CATALOG: A Camera Trap Language-guided Contrastive Learning Model Julian D. Santamaria Claudia Isaza Jhony H. Giraldo 71 0 0 14 Dec 2024
FathomVerse: A community science dataset for ocean animal discovery Genevieve Patterson Joost Daniels Benjamin Woodward K. Barnard Giovanna Sainz L. Lundsten K. Katija 104 0 0 02 Dec 2024
Adapting the re-ID challenge for static sensors Avirath Sundaresan Jason Parham Jonathan Crall Rosemary Warungu Timothy Muthami ... Jason A. Holmberg T. Berger-Wolf Daniel Rubenstein Charles V. Stewart Sara Beery 65 1 0 30 Nov 2024
BuckTales : A multi-UAV dataset for multi-object tracking and re-identification of wild antelopes Hemal Naik Junran Yang Dipin Das Margaret C Crofoot Akanksha Rathore Vivek Hari Sridhar 42 0 0 11 Nov 2024
Fourier-based Action Recognition for Wildlife Behavior Quantification with Event Cameras Friedhelm Hamann Suman Ghosh Ignacio Juarez Martinez Tom Hart Alex Kacelnik Guillermo Gallego 19 0 0 09 Oct 2024
Learning to learn ecosystems from limited data -- a meta-learning approach Zheng-Meng Zhai Bryan Glaz Mulugeta Haile Ying-Cheng Lai 11 1 0 02 Oct 2024
Contrastive ground-level image and remote sensing pre-training improves representation learning for natural world imagery Andy V. Huynh Lauren E. Gillespie Jael Lopez-Saucedo Claire Tang Rohan Sikand Moisés Expósito-Alonso SSL 19 5 0 28 Sep 2024
Find Rhinos without Finding Rhinos: Active Learning with Multimodal Imagery of South African Rhino Habitats Lucia Gordon Nikhil Behari Samuel Collier Elizabeth Bondi-Kelly J. Killian Catherine Ressijac Peter Boucher Andrew Davies Milind Tambe 18 2 0 26 Sep 2024
Exploring the potential of collaborative UAV 3D mapping in Kenyan savanna for wildlife research Vandita Shukla Luca Morelli Pawel Trybala Fabio Remondino Wentian Gan Yifei Yu Xin Wang 21 0 0 24 Sep 2024
Animal Identification with Independent Foreground and Background Modeling Lukás Picek Lukás Neumann Jirí Matas VLM 27 2 0 23 Aug 2024
Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images Kazi Sajeed Mehrab M. Maruf Arka Daw Harish Babu Manogaran Abhilash Neog ... Paula Mabee Wasila Dahdul Anuj Karpatne Wasila M Dahdul Anuj Karpatne 20 4 0 10 Jul 2024
HEMM: Holistic Evaluation of Multimodal Foundation Models Paul Pu Liang Akshay Goindani Talha Chafekar Leena Mathur Haofei Yu Ruslan Salakhutdinov Louis-Philippe Morency 36 10 0 03 Jul 2024
CNN Based Flank Predictor for Quadruped Animal Species Vanessa Suessle Marco Heurich Colleen T. Downs Andreas Weinmann Elke Hergenroether 22 0 0 19 Jun 2024
Automated Bioacoustic Monitoring for South African Bird Species on Unlabeled Data Michael Doell Dominik Kuehn Vanessa Suessle M. Burnett Colleen T. Downs Andreas Weinmann Elke Hergenroether 19 1 0 19 Jun 2024
Recurrence over Video Frames (RoVF) for the Re-identification of Meerkats Mitchell Rogers Kobe Knowles Gael Gendron Shahrokh Heidari David Arturo Soriano Valdez Mihailo Azhar Padriac O'Leary Simon Eyre Michael Witbrock Patrice Delmas 27 1 0 18 Jun 2024
Insect Identification in the Wild: The AMI Dataset Aditya Jain Fagner Cunha M. Bunsen Juan Sebastián Canas L. Pasi ... K. P. McFarland David Roy T. Høye Maxim Larrivée David Rolnick 16 3 0 18 Jun 2024
ChimpVLM: Ethogram-Enhanced Chimpanzee Behaviour Recognition Otto Brookes Majid Mirmehdi H. Kühl T. Burghardt 24 3 0 13 Apr 2024
Advancing multivariate time series similarity assessment: an integrated computational approach F. Tonle Henri E. Z. Tonnang Milliam Maxime Zekeng Ndadji Maurice Tchoupé Tchendji Armand Nzeukou K. Senagi S. Niassy AI4TS 21 0 0 16 Mar 2024
All Thresholds Barred: Direct Estimation of Call Density in Bioacoustic Data Amanda Navine Tom Denton Matthew J. Weldy Patrick J. Hart 13 4 0 23 Feb 2024
Floralens: a Deep Learning Model for the Portuguese Native Flora António Filgueiras Eduardo R. B. Marques Luís M. B. Lopes Miguel Marques Hugo Silva 16 0 0 13 Feb 2024
PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition Otto Brookes Majid Mirmehdi Colleen Stephens Samuel Angedakin Katherine Corogenes ... Klaus Zuberbühler Christophe Boesch M. Arandjelovic H. Kühl T. Burghardt 22 12 0 24 Jan 2024
Sparse identification of nonlinear dynamics in the presence of library and system uncertainty Andrew O'Brien 8 0 0 23 Jan 2024
On the selection and effectiveness of pseudo-absences for species distribution modeling with deep learning Robin Zbinden Nina Van Tiel B. Kellenberger L. Hughes D. Tuia 12 10 0 03 Jan 2024
Human-in-the-Loop Visual Re-ID for Population Size Estimation Gustavo Pérez Daniel Sheldon Grant Van Horn Subhransu Maji 10 0 0 08 Dec 2023
BioCLIP: A Vision Foundation Model for the Tree of Life Samuel Stevens Jiaman Wu Matthew J Thompson Elizabeth G Campolongo Chan Hee Song ... Wasila M Dahdul Charles V. Stewart Tanya Berger-Wolf Wei-Lun Chao Yu-Chuan Su 20 62 0 30 Nov 2023
Soundbay: Deep Learning Framework for Marine Mammals and Bioacoustic Research Noam Bressler Michael Faran Amit Galor Michael Moshe Michelashvili Tomer Nachshon Noa Weiss 18 0 0 07 Nov 2023
OceanBench: The Sea Surface Height Edition J. E. Johnson Q. Febvre Anastasia Gorbunova Sammy Metref M. Ballarotta Julien Le Sommer Ronan Fablet 20 2 0 27 Sep 2023
Efficiency is Not Enough: A Critical Perspective of Environmentally Sustainable AI Dustin Wright Christian Igel Gabrielle Samuel Raghavendra Selvan 18 15 0 05 Sep 2023
Whombat: An open-source annotation tool for machine learning development in bioacoustics Santiago Martínez Balvanera Oisin Mac Aodha Matthew J. Weldy Holly Pringle Ella Browning Kate E. Jones 6 2 0 24 Aug 2023
Diving with Penguins: Detecting Penguins and their Prey in Animal-borne Underwater Videos via Deep Learning Ke-shi Zhang Mingyu Yang Stephen D. J. Lang Alistair M. McInnes R. Sherley T. Burghardt 6 1 0 14 Aug 2023
The Impact of Imperfect XAI on Human-AI Decision-Making Katelyn Morrison Philipp Spitzer Violet Turri Michelle C. Feng Niklas Kühl Adam Perer 20 31 0 25 Jul 2023
Comparison between transformers and convolutional models for fine-grained classification of insects Rita Pucci Vincent J. Kalkman D. Stowell 8 1 0 20 Jul 2023
Reflections from the Workshop on AI-Assisted Decision Making for Conservation Lily Xu Esther Rolf Sara Beery J. Bennett T. Berger-Wolf ... P. Moorcroft Jonathan Palmer Andrew Perrault D. Thau Milind Tambe 22 3 0 17 Jul 2023
AnuraSet: A dataset for benchmarking Neotropical anuran calls identification in passive acoustic monitoring Juan Sebastián Canas Maria Paula Toro-Gómez L. S. M. Sugai H. Benítez-Restrepo J. Rudas ... José Luiz Massao Moreira Sugai Carolina Emília dos Santos R. Bastos Diego Llusia J. Ulloa 26 18 0 11 Jul 2023
Elephants and Algorithms: A Review of the Current and Future Role of AI in Elephant Monitoring Leandra L. Brickson F. Vollrath A. Titus 14 12 0 23 Jun 2023
DISCount: Counting in Large Image Collections with Detector-Based Importance Sampling Gustavo Pérez Subhransu Maji Daniel Sheldon 20 3 0 05 Jun 2023
MammalNet: A Large-scale Video Benchmark for Mammal Recognition and Behavior Understanding Jun Chen Ming Hu D. Coker M. Berumen Blair R. Costelloe Sara Beery Anna Rohrbach Mohamed Elhoseiny 14 20 0 01 Jun 2023
A benchmark for computational analysis of animal behavior, using animal-borne tags Benjamin Hoffman M. Cusimano V. Baglione D. Canestrari D. Chevallier ... O. Vainio A. Vehkaoja Ken Yoda Katie Zacarian A. Friedlaender 23 7 0 18 May 2023
Nine tips for ecologists using machine learning Marine Desprez Vincent Miele O. Gimenez 19 3 0 17 May 2023