Pretraining boosts out-of-domain robustness for pose estimation

Pretraining boosts out-of-domain robustness for pose estimation

24 September 2019

Alexander Mathis

Steffen Schneider

Mert Yüksekgönül

Byron Rogers

Matthias Bethge

Mackenzie W. Mathis

Papers citing "Pretraining boosts out-of-domain robustness for pose estimation"

15 / 15 papers shown

Title
Learning Structure-Supporting Dependencies via Keypoint Interactive Transformer for General Mammal Pose Estimation Tianyang Xu Jiyong Rao Xiaoning Song Zhenhua Feng Xiao Wu ViT 62 1 0 25 Feb 2025
TAPVid-3D: A Benchmark for Tracking Any Point in 3D Skanda Koppula Ignacio Rocco Yi Yang Joe Heyward João Carreira Andrew Zisserman Gabriel J. Brostow Carl Doersch 39 14 0 08 Jul 2024
Public Computer Vision Datasets for Precision Livestock Farming: A Systematic Survey Anil Bhujel Yibin Wang Yuzhen Lu Daniel Morris Mukesh Dangol 28 2 0 15 Jun 2024
Automated Detection of Cat Facial Landmarks G.A. Martvel I. Shimshoni Anna Zamansky CVBM 16 13 0 15 Oct 2023
AmadeusGPT: a natural language interface for interactive animal behavioral analysis Shaokai Ye Jessy Lauer Mu Zhou Alexander Mathis Mackenzie W. Mathis MLLM LLMAG 27 17 0 10 Jul 2023
MagicPony: Learning Articulated 3D Animals in the Wild Shangzhe Wu Ruining Li Tomas Jakab Christian Rupprecht Andrea Vedaldi ViT 19 72 0 22 Nov 2022
Domain Curricula for Code-Switched MT at MixMT 2022 Lekan Raheem Maab Elrashid 19 1 0 31 Oct 2022
Prior-Aware Synthetic Data to the Rescue: Animal Pose Estimation with Very Limited Real Data Le Jiang Shuangjun Liu Xiangyun Bai Sarah Ostadabbas 11 11 0 30 Aug 2022
APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking Yuxiang Yang Junjie Yang Yufei Xu Jing Zhang Long Lan Dacheng Tao 13 38 0 12 Jun 2022
Post-hoc Concept Bottleneck Models Mert Yuksekgonul Maggie Wang James Y. Zou 135 185 0 31 May 2022
The USYD-JD Speech Translation System for IWSLT 2021 Liang Ding Di Wu Dacheng Tao 24 16 0 24 Jul 2021
AcinoSet: A 3D Pose Estimation Dataset and Baseline Models for Cheetahs in the Wild Daniel Joska Liam Clark Naoya Muramatsu Ricardo Jericevich Fred Nicolls Alexander Mathis Mackenzie W. Mathis Amir Patel 11 51 0 24 Mar 2021
A Primer on Motion Capture with Deep Learning: Principles, Pitfalls and Perspectives Alexander Mathis Steffen Schneider Jessy Lauer Mackenzie W. Mathis 20 165 0 01 Sep 2020
Deep learning tools for the measurement of animal behavior in neuroscience Mackenzie W. Mathis Alexander Mathis 3DV VLM 22 311 0 30 Sep 2019
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 177 1,386 0 01 Feb 2018