OpenCodePapers

human-pose-forecasting-on-human36m-absolute

Pose EstimationHuman Pose Forecasting
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PaperCodeAverage MPJPE (mm) @ 1000 msModelNameReleaseDate
Scriboora: Rethinking Human Pose Forecasting✓ Link143MotionConformer2025-11-19
Conformer: Convolution-augmented Transformer for Speech Recognition✓ Link147Conformer2020-05-16
EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning✓ Link148EqMotion2023-03-20
Squeezeformer: An Efficient Transformer for Automatic Speech Recognition✓ Link149Squeezeformer2022-10-31
Efficient Multi-Person Motion Prediction by Lightweight Spatial and Temporal Interactions✓ Link150EMPMP2025-10-19
Multi-person Pose Forecasting with Individual Interaction Perceptron and Prior Learning✓ Link158IAFormer2024-09-30
DeformMLP: Dynamic Large-Scale Receptive Field MLP Networks for Human Motion Prediction✓ Link159DeformMLP2024-04-14
Joint-Relation Transformer for Multi-Person Motion Prediction✓ Link159JRTransformer2023-08-09
Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction✓ Link164AuxFormer2023-08-17
Quartznet: Deep Automatic Speech Recognition with 1D Time-Channel Separable Convolutions✓ Link168Quartznet2020-05-04
MotionMixer: MLP-based 3D Human Body Pose Forecasting✓ Link168MotionMixer2022-07-01
GCNext: Towards the Unity of Graph Convolutions for Human Motion Prediction✓ Link175GCNext2023-12-19
Back to MLP: A Simple Baseline for Human Motion Prediction✓ Link178siMLPe2022-07-04
SoMoFormer: Multi-Person Pose Forecasting with Transformers✓ Link179SoMoFormer2022-08-30
A generic diffusion-based approach for 3D human pose prediction in the wild✓ Link197DePOSit2022-10-11
Deep Speech: Scaling up end-to-end speech recognition✓ Link198DeepSpeech2014-12-17
History Repeats Itself: Human Motion Prediction via Motion Attention✓ Link233HisRepItself2020-11-13
Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction✓ Link262SPGSN2022-11-11
Space-Time-Separable Graph Convolutional Network for Pose Forecasting✓ Link275STS-GCN2021-10-09
Gradient multi-foci networks for 3D skeleton-based human motion prediction✓ Link279GMFnet2024-05-09
Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion Prediction✓ Link279PGBIG2022-03-30
Trajectory-Aware Body Interaction Transformer for Multi-Person Pose Forecasting✓ Link301TBiFormer2023-06-18
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