Benjamin Kellenberger | DeepAI

AI Chat

Featured Co-authors

Raquel Urtasun
135 publications
Konrad Schindler
85 publications
Muhammad Imran
60 publications
Devis Tuia
51 publications
Nicolas Courty
46 publications
Rémi Flamary
44 publications
Renjie Liao
43 publications
Bertrand Le Saux
36 publications
Tilo Burghardt
30 publications
Ferda Ofli
26 publications
Sara Beery
22 publications

∙ 01/05/2023

Teaching Computer Vision for Ecology

Computer vision can accelerate ecology research by automating the analys...

25 Elijah Cole, et al. ∙

∙ 11/08/2022

Fine-grained Population Mapping from Coarse Census Counts and Open Geodata

Fine-grained population maps are needed in several domains, like urban p...

7 Nando Metzger, et al. ∙

∙ 10/25/2021

Seeing biodiversity: perspectives in machine learning for wildlife conservation

Data acquisition in animal ecology is rapidly accelerating due to inexpe...

42 Devis Tuia, et al. ∙

∙ 09/24/2021

How to find a good image-text embedding for remote sensing visual question answering?

Visual question answering (VQA) has recently been introduced to remote s...

0 Christel Chappuis, et al. ∙

∙ 08/17/2021

Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images

Automated animal censuses with aerial imagery are a vital ingredient tow...

0 Xiaochen Zheng, et al. ∙

∙ 07/29/2021

Mapping Vulnerable Populations with AI

Humanitarian actions require accurate information to efficiently delegat...

9 Benjamin Kellenberger, et al. ∙

∙ 07/17/2019

Half a Percent of Labels is Enough: Efficient Animal Detection in UAV Imagery using Deep CNNs and Active Learning

We present an Active Learning (AL) strategy for re-using a deep Convolut...

2 Benjamin Kellenberger, et al. ∙

∙ 07/31/2018

Scale equivariance in CNNs with vector fields

We study the effect of injecting local scale equivariance into Convoluti...

0 Diego Marcos, et al. ∙

∙ 06/29/2018

Detecting Mammals in UAV Images: Best Practices to address a substantially Imbalanced Dataset with Deep Learning

Knowledge over the number of animals in large wildlife reserves is a vit...

2 Benjamin Kellenberger, et al. ∙

∙ 03/27/2018

DeepJDOT: Deep Joint distribution optimal transport for unsupervised domain adaptation

In computer vision, one is often confronted with problems of domain shif...

0 Bharath Bhushan Damodaran, et al. ∙

∙ 03/16/2018

Learning deep structured active contours end-to-end

The world is covered with millions of buildings, and precisely knowing e...

0 Diego Marcos, et al. ∙

∙ 03/16/2018

Land cover mapping at very high resolution with rotation equivariant CNNs: towards small yet accurate models

In remote sensing images, the absolute orientation of objects is arbitra...

0 Diego Marcos, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world