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human-pose-forecasting-on-humaneva-i

Pose EstimationHuman Pose Forecasting
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PaperCodeAPD@2000msADE@2000msFDE@2000msMMADE@2000msMMFDE@2000msModelNameReleaseDate
A generic diffusion-based approach for 3D human pose prediction in the wild✓ Link6764199215TCD2022-10-11
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space✓ Link6109220234342316DHMP2022-07-15
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors✓ Link6031217241328321STARS2023-02-09
Generating Smooth Pose Sequences for Diverse Human Motion Prediction✓ Link5825233244GSPS2021-08-19
Diverse Trajectory Forecasting with Determinantal Point Processes4538273290DSF2019-07-11
Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample Objective✓ Link2846271279BoM2018-06-20
Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders✓ Link2443305345GMVAE2016-11-08
The Pose Knows: Video Forecasting by Generating Pose Futures✓ Link2308269296Pose-Knows2017-04-28
HP-GAN: Probabilistic 3D human motion prediction via GAN✓ Link1139772749HP-GAN2017-11-27
TransFusion: A Practical and Effective Transformer-based Diffusion Model for 3D Human Motion Prediction✓ Link1031204234408427TransFusion2023-07-30
MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics✓ Link21345403MT-VAE2018-08-14
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