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2110.12951
Cited By
Seeing biodiversity: perspectives in machine learning for wildlife conservation
25 October 2021
D. Tuia
B. Kellenberger
Sara Beery
Blair R. Costelloe
Silvia Zuffi
Benjamin Risse
Alexander Mathis
Mackenzie W. Mathis
F. Langevelde
T. Burghardt
R. Kays
Holger Klinck
M. Wikelski
I. Couzin
Grant Van Horn
M. Crofoot
Chuck Stewart
T. Berger-Wolf
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Papers citing
"Seeing biodiversity: perspectives in machine learning for wildlife conservation"
25 / 75 papers shown
Title
Deep Visual-Genetic Biometrics for Taxonomic Classification of Rare Species
Tayfun Karaderi
T. Burghardt
R. Morard
D. Schmidt
9
1
0
11 May 2023
Multiplierless In-filter Computing for tinyML Platforms
Abhishek Ramdas Nair
P. Nath
S. Chakrabartty
Chetan Singh Thakur
8
1
0
24 Apr 2023
Automated wildlife image classification: An active learning tool for ecological applications
Ludwig Bothmann
Lisa Wimmer
Omid Charrakh
Tobias Weber
Hendrik Edelhoff
W. Peters
Hien Nguyen
C. Benjamin
A. Menzel
VLM
11
11
0
28 Mar 2023
3D-POP -- An automated annotation approach to facilitate markerless 2D-3D tracking of freely moving birds with marker-based motion capture
Hemal Naik
A. H. H. Chan
Junran Yang
Mathilde Delacoux
I. Couzin
Fumihiro Kano
Nagy Máté
22
17
0
23 Mar 2023
Designing Ocean Vision AI: An Investigation of Community Needs for Imaging-based Ocean Conservation
A. Crosby
E. Orenstein
Susan E. Poulton
K. L. Bell
Benjamin Woodward
H. Ruhl
K. Katija
A. Forbes
4
9
0
09 Mar 2023
Membership Inference Attack for Beluga Whales Discrimination
Voncarlos Marcelo Araújo
Sébastien Gambs
Clément Chion
Robert Michaud
L. Schneider
H. Lautraite
14
2
0
28 Feb 2023
Triple-stream Deep Metric Learning of Great Ape Behavioural Actions
Otto Brookes
Majid Mirmehdi
H. Kühl
T. Burghardt
12
14
0
06 Jan 2023
Teaching Computer Vision for Ecology
Elijah Cole
Suzanne Stathatos
Bjorn Lutjens
Tarun Sharma
Justin Kay
Jason Parham
B. Kellenberger
Sara Beery
17
3
0
05 Jan 2023
Conservation Tools: The Next Generation of Engineering--Biology Collaborations
Andrew Schulz
Cassie Shriver
Suzanne Stathatos
Benjamin Seleb
E. Weigel
Young-Hui Chang
M. S. Bhamla
David Hu
Biomolecular Engineering Georgia Tech
Zoo Atlanta
11
14
0
03 Jan 2023
Navigating an Ocean of Video Data: Deep Learning for Humpback Whale Classification in YouTube Videos
Michelle Ramirez
6
0
0
01 Dec 2022
AVES: Animal Vocalization Encoder based on Self-Supervision
Masato Hagiwara
CLIP
VLM
AI4TS
19
23
0
26 Oct 2022
BEANS: The Benchmark of Animal Sounds
Masato Hagiwara
Benjamin Hoffman
Jen-Yu Liu
M. Cusimano
Felix Effenberger
Katie Zacarian
37
24
0
21 Oct 2022
Propagating Variational Model Uncertainty for Bioacoustic Call Label Smoothing
Georgios Rizos
J. Lawson
Simon Mitchell
Pranay Shah
Xin Wen
Cristina Banks‐Leite
R. Ewers
Bjoern W. Schuller
UQCV
11
2
0
19 Oct 2022
The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting
Justin Kay
Peter Kulits
Suzanne Stathatos
Siqi Deng
Erik Young
Sara Beery
Grant Van Horn
Pietro Perona
11
25
0
19 Jul 2022
Towards Individual Grevy's Zebra Identification via Deep 3D Fitting and Metric Learning
Maria Stennett
Daniel Rubenstein
T. Burghardt
9
2
0
05 Jun 2022
Dynamic Curriculum Learning for Great Ape Detection in the Wild
Xinyu Yang
T. Burghardt
Majid Mirmehdi
14
14
0
30 Apr 2022
A high-resolution canopy height model of the Earth
Nico Lang
W. Jetz
Konrad Schindler
Jan Dirk Wegner
11
256
0
13 Apr 2022
Machine Learning and Deep Learning -- A review for Ecologists
Maximilian Pichler
F. Hartig
16
119
0
11 Apr 2022
SuperAnimal pretrained pose estimation models for behavioral analysis
Shaokai Ye
Anastasiia Filippova
Jessy Lauer
Steffen Schneider
Maxime Vidal
Tian Qiu
Alexander Mathis
Mackenzie W. Mathis
21
26
0
14 Mar 2022
Ensembles of Vision Transformers as a New Paradigm for Automated Classification in Ecology
S. Kyathanahally
T. Hardeman
M. Reyes
E. Merz
T. Bulas
P. Brun
F. Pomati
M. Baity-Jesi
17
15
0
03 Mar 2022
Visual Microfossil Identification via Deep Metric Learning
Tayfun Karaderi
T. Burghardt
Allison Y. Hsiang
Jacob Ramaer
D. Schmidt
11
0
0
17 Dec 2021
RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling
Xuanhong Chen
Kairui Feng
Naiyuan Liu
Bingbing Ni
Yifan Lu
Zhengyan Tong
Ziang Liu
19
10
0
17 Dec 2020
FLUID: A Unified Evaluation Framework for Flexible Sequential Data
Matthew Wallingford
Aditya Kusupati
Keivan Alizadeh Vahid
Aaron Walsman
Aniruddha Kembhavi
Ali Farhadi
12
2
0
06 Jul 2020
Detecting Mammals in UAV Images: Best Practices to address a substantially Imbalanced Dataset with Deep Learning
B. Kellenberger
Diego Marcos
D. Tuia
24
260
0
29 Jun 2018
ORB-SLAM2: an Open-Source SLAM System for Monocular, Stereo and RGB-D Cameras
Raul Mur-Artal
Juan D. Tardós
201
5,352
0
20 Oct 2016
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