Emerging technologies for behavioral research in changing environments

ID Couzin, C Heins - Trends in Ecology & Evolution, 2023 - cell.com
The first response exhibited by animals to changing environments is typically behavioral.
Behavior is thus central to predicting, and mitigating, the impacts that natural and …

Vitpose: Simple vision transformer baselines for human pose estimation

Y Xu, J Zhang, Q Zhang, D Tao - Advances in Neural …, 2022 - proceedings.neurips.cc
Although no specific domain knowledge is considered in the design, plain vision
transformers have shown excellent performance in visual recognition tasks. However, little …

MAS: Multi-view Ancestral Sampling for 3D motion generation using 2D diffusion

R Kapon, G Tevet, D Cohen-Or… - Proceedings of the …, 2024 - openaccess.thecvf.com
Abstract We introduce Multi-view Ancestral Sampling (MAS) a method for 3D motion
generation using 2D diffusion models that were trained on motions obtained from in-the-wild …

Vitpose++: Vision transformer for generic body pose estimation

Y Xu, J Zhang, Q Zhang, D Tao - IEEE Transactions on Pattern …, 2023 - ieeexplore.ieee.org
In this paper, we show the surprisingly good properties of plain vision transformers for body
pose estimation from various aspects, namely simplicity in model structure, scalability in …

ViTPose++: Vision Transformer Foundation Model for Generic Body Pose Estimation

Y Xu, J Zhang, Q Zhang, D Tao - arXiv preprint arXiv:2212.04246, 2022 - arxiv.org
In this paper, we show the surprisingly good properties of plain vision transformers for body
pose estimation from various aspects, namely simplicity in model structure, scalability in …

KABR: In-situ dataset for kenyan animal behavior recognition from drone videos

M Kholiavchenko, J Kline, M Ramirez… - Proceedings of the …, 2024 - openaccess.thecvf.com
We present a novel dataset for animal behavior recognition collected in-situ using video
from drones flown over the Mpala Research Centre in Kenya. Videos from DJI Mavic 2S …

Uniap: Towards universal animal perception in vision via few-shot learning

M Sun, Z Zhao, W Chai, H Luo, S Cao… - Proceedings of the …, 2024 - ojs.aaai.org
Animal visual perception is an important technique for automatically monitoring animal
health, understanding animal behaviors, and assisting animal-related research. However, it …

Unipose: Detecting any keypoints

J Yang, A Zeng, R Zhang, L Zhang - arXiv preprint arXiv:2310.08530, 2023 - arxiv.org
This work proposes a unified framework called UniPose to detect keypoints of any
articulated (eg, human and animal), rigid, and soft objects via visual or textual prompts for …

Chimpact: A longitudinal dataset for understanding chimpanzee behaviors

X Ma, S Kaufhold, J Su, W Zhu… - Advances in …, 2023 - proceedings.neurips.cc
Understanding the behavior of non-human primates is crucial for improving animal welfare,
modeling social behavior, and gaining insights into distinctively human and phylogenetically …

OmniControlNet: Dual-stage Integration for Conditional Image Generation

Y Wang, H Xu, X Zhang, Z Chen… - Proceedings of the …, 2024 - openaccess.thecvf.com
We provide a two-way integration for the widely-adopted ControlNet by integrating external
condition generation algorithms into a single dense prediction method and by integrating its …