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07/10/2023
AmadeusGPT: a natural language interface for interactive animal behavioral analysis
The process of quantifying and analyzing animal behavior involves transl...
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06/13/2023
Rethinking pose estimation in crowds: overcoming the detection information-bottleneck and ambiguity
Frequent interactions between individuals are a fundamental challenge fo...
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05/31/2023
Latent Exploration for Reinforcement Learning
In Reinforcement Learning, agents learn policies by exploring and intera...
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09/28/2022
DMAP: a Distributed Morphological Attention Policy for Learning to Locomote with a Changing Body
Biological and artificial agents need to deal with constant changes in t...
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03/14/2022
Panoptic animal pose estimators are zero-shot performers
Animal pose estimation is critical in applications ranging from life sci...
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10/25/2021
Seeing biodiversity: perspectives in machine learning for wildlife conservation
Data acquisition in animal ecology is rapidly accelerating due to inexpe...
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03/24/2021
AcinoSet: A 3D Pose Estimation Dataset and Baseline Models for Cheetahs in the Wild
Animals are capable of extreme agility, yet understanding their complex ...
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03/22/2021
End-to-End Trainable Multi-Instance Pose Estimation with Transformers
We propose a new end-to-end trainable approach for multi-instance pose e...
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03/22/2021
Measuring and modeling the motor system with machine learning
The utility of machine learning in understanding the motor system is pro...
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02/28/2021
Perspectives on individual animal identification from biology and computer vision
Identifying individual animals is crucial for many biological investigat...
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09/01/2020
A Primer on Motion Capture with Deep Learning: Principles, Pitfalls and Perspectives
Extracting behavioral measurements non-invasively from video is stymied ...
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09/30/2019
Deep learning tools for the measurement of animal behavior in neuroscience
Recent advances in computer vision have made accurate, fast and robust m...
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09/24/2019
Pretraining boosts out-of-domain robustness for pose estimation
Deep neural networks are highly effective tools for human and animal pos...
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04/09/2018