| SuperAnimal pretrained pose estimation models for behavioral analysis | Mar 14, 2022 | 2D Pose EstimationAnimal Pose Estimation | CodeCode Available | 5 |
| ViTPose++: Vision Transformer for Generic Body Pose Estimation | Dec 7, 2022 | 2D Human Pose EstimationAnimal Pose Estimation | CodeCode Available | 3 |
| Animal Avatars: Reconstructing Animatable 3D Animals from Casual Videos | Mar 25, 2024 | 3D ReconstructionAnimal Pose Estimation | CodeCode Available | 2 |
| A Graph-Based Approach for Category-Agnostic Pose Estimation | Nov 29, 2023 | 2D Pose EstimationAnimal Pose Estimation | CodeCode Available | 2 |
| X-Pose: Detecting Any Keypoints | Oct 12, 2023 | 2D Human Pose Estimation2D Pose Estimation | CodeCode Available | 2 |
| Probabilistic Prompt Distribution Learning for Animal Pose Estimation | Mar 20, 2025 | Animal Pose EstimationDiversity | CodeCode Available | 1 |
| Learning Structure-Supporting Dependencies via Keypoint Interactive Transformer for General Mammal Pose Estimation | Feb 25, 2025 | Animal Pose EstimationPose Estimation | CodeCode Available | 1 |
| Edge Weight Prediction For Category-Agnostic Pose Estimation | Nov 25, 2024 | 2D Pose EstimationAnimal Pose Estimation | CodeCode Available | 1 |
| Towards Multi-Modal Animal Pose Estimation: A Survey and In-Depth Analysis | Oct 12, 2024 | Animal Pose EstimationPose Estimation | CodeCode Available | 1 |
| CapeX: Category-Agnostic Pose Estimation from Textual Point Explanation | Jun 1, 2024 | 2D Pose EstimationAnimal Pose Estimation | CodeCode Available | 1 |
| APTv2: Benchmarking Animal Pose Estimation and Tracking with a Large-scale Dataset and Beyond | Dec 25, 2023 | Animal Pose EstimationBenchmarking | CodeCode Available | 1 |
| Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence | Nov 28, 2023 | Animal Pose EstimationPose Estimation | CodeCode Available | 1 |
| Rethinking pose estimation in crowds: overcoming the detection information-bottleneck and ambiguity | Jun 13, 2023 | Animal Pose EstimationMulti-Person Pose Estimation | CodeCode Available | 1 |
| ScarceNet: Animal Pose Estimation with Scarce Annotations | Mar 27, 2023 | Animal Pose EstimationDomain Adaptation | CodeCode Available | 1 |
| 3D-POP - An automated annotation approach to facilitate markerless 2D-3D tracking of freely moving birds with marker-based motion capture | Mar 23, 2023 | 3D Pose EstimationAnimal Pose Estimation | CodeCode Available | 1 |
| CLAMP: Prompt-based Contrastive Learning for Connecting Language and Animal Pose | Jun 23, 2022 | Animal Pose EstimationContrastive Learning | CodeCode Available | 1 |
| APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking | Jun 12, 2022 | Animal Pose EstimationDomain Generalization | CodeCode Available | 1 |
| Animal Kingdom: A Large and Diverse Dataset for Animal Behavior Understanding | Apr 18, 2022 | Action RecognitionAnimal Action Recognition | CodeCode Available | 1 |
| Multi-animal pose estimation, identification and tracking with DeepLabCut | Apr 12, 2022 | Animal Pose EstimationPose Estimation | CodeCode Available | 1 |
| A Unified Framework for Domain Adaptive Pose Estimation | Apr 1, 2022 | 2D Pose EstimationAnimal Pose Estimation | CodeCode Available | 1 |
| AP-10K: A Benchmark for Animal Pose Estimation in the Wild | Aug 28, 2021 | Animal Pose EstimationDiversity | CodeCode Available | 1 |
| T-LEAP: Occlusion-robust pose estimation of walking cows using temporal information | Apr 16, 2021 | Animal Pose EstimationPose Estimation | CodeCode Available | 1 |
| From Synthetic to Real: Unsupervised Domain Adaptation for Animal Pose Estimation | Mar 27, 2021 | Animal Pose EstimationDomain Adaptation | CodeCode Available | 1 |
| AcinoSet: A 3D Pose Estimation Dataset and Baseline Models for Cheetahs in the Wild | Mar 24, 2021 | 3D Pose EstimationAnimal Pose Estimation | CodeCode Available | 1 |
| Continuous Surface Embeddings | Nov 24, 2020 | Animal Pose EstimationPose Estimation | CodeCode Available | 1 |
| WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans | Jul 10, 2020 | 2D Pose EstimationAnimal Pose Estimation | CodeCode Available | 1 |
| MBE-ARI: A Multimodal Dataset Mapping Bi-directional Engagement in Animal-Robot Interaction | Apr 11, 2025 | Animal Pose EstimationPose Estimation | CodeCode Available | 0 |
| Consistent multi-animal pose estimation in cattle using dynamic Kalman filter based tracking | Mar 13, 2025 | Animal Pose EstimationPose Estimation | CodeCode Available | 0 |
| MamKPD: A Simple Mamba Baseline for Real-Time 2D Keypoint Detection | Dec 2, 2024 | Animal Pose EstimationGPU | —Unverified | 0 |
| Unsupervised Prior Learning: Discovering Categorical Pose Priors from Videos | Oct 4, 2024 | Animal Pose EstimationDecision Making | —Unverified | 0 |
| Benchmarking Monocular 3D Dog Pose Estimation Using In-The-Wild Motion Capture Data | Jun 20, 2024 | Animal Pose EstimationBenchmarking | —Unverified | 0 |
| PoseBench: Benchmarking the Robustness of Pose Estimation Models under Corruptions | Jun 20, 2024 | Animal Pose EstimationAutonomous Driving | —Unverified | 0 |
| CNN Based Flank Predictor for Quadruped Animal Species | Jun 19, 2024 | Animal Pose Estimationimage-classification | —Unverified | 0 |
| Domain adaptive pose estimation via multi-level alignment | Apr 23, 2024 | Animal Pose EstimationDomain Adaptation | CodeCode Available | 0 |
| Animal3D: A Comprehensive Dataset of 3D Animal Pose and Shape | Aug 22, 2023 | Animal Pose EstimationPose Estimation | —Unverified | 0 |
| Of Mice and Pose: 2D Mouse Pose Estimation from Unlabelled Data and Synthetic Prior | Jul 25, 2023 | Animal Pose EstimationPose Estimation | —Unverified | 0 |
| SPAC-Net: Synthetic Pose-aware Animal ControlNet for Enhanced Pose Estimation | May 29, 2023 | Animal Pose EstimationEdge Detection | CodeCode Available | 0 |
| Prior-Aware Synthetic Data to the Rescue: Animal Pose Estimation with Very Limited Real Data | Aug 30, 2022 | Animal Pose EstimationKeypoint Estimation | CodeCode Available | 0 |
| SemiMultiPose: A Semi-supervised Multi-animal Pose Estimation Framework | Apr 14, 2022 | Animal Pose EstimationPose Estimation | —Unverified | 0 |
| Pose Recognition in the Wild: Animal pose estimation using Agglomerative Clustering and Contrastive Learning | Nov 16, 2021 | AnatomyAnimal Pose Estimation | —Unverified | 0 |
| Incremental Learning for Animal Pose Estimation using RBF k-DPP | Oct 26, 2021 | Animal Pose EstimationIncremental Learning | —Unverified | 0 |
| SyDog: A Synthetic Dog Dataset for Improved 2D Pose Estimation | Jul 31, 2021 | 2D Pose EstimationAnimal Pose Estimation | —Unverified | 0 |
| Structured Context Enhancement Network for Mouse Pose Estimation | Dec 1, 2020 | Animal Pose EstimationPose Estimation | CodeCode Available | 0 |
| ImageNet performance correlates with pose estimation robustness and generalization on out-of-domain data | Jul 17, 2020 | Animal Pose EstimationBenchmarking | CodeCode Available | 0 |
| Pretraining boosts out-of-domain robustness for pose estimation | Sep 24, 2019 | Animal Pose EstimationBenchmarking | CodeCode Available | 0 |
| Cross-Domain Adaptation for Animal Pose Estimation | Aug 16, 2019 | Animal Pose EstimationDomain Adaptation | —Unverified | 0 |
| Markerless tracking of user-defined features with deep learning | Apr 9, 2018 | Animal Pose EstimationDeep Learning | CodeCode Available | 0 |
| 11K Hands: Gender recognition and biometric identification using a large dataset of hand images | Nov 12, 2017 | Animal Pose EstimationObject Detection | CodeCode Available | 0 |
