← Human Pose Forecasting
평가 기록
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표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.
| 모델 | 원본 지표·값 | 논문 | 구현 |
|---|---|---|---|
| GCNext |
|
GCNext: Towards the Unity of Graph Convolutions for Human Motion Prediction 2023-12-19 |
코드 1 |
| MGCN |
|
Multi-Graph Convolution Network for Pose Forecasting 2023-04-11 |
연결 없음 |
| FMS-AM |
|
Remembering What Is Important: A Factorised Multi-Head Retrieval and Auxiliary Memory Stabilisation Scheme for Human Motion Prediction 2023-05-19 |
연결 없음 |
| AuxFormer |
|
Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction 2023-08-17 |
코드 1 |
| EqMotion |
|
EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning 2023-03-20 |
코드 1 · 코드 2 |
| Sun et al. |
|
Towards Accurate Human Motion Prediction via Iterative Refinement 2023-05-08 |
연결 없음 |
| ResChunk |
|
Multiscale Residual Learning of Graph Convolutional Sequence Chunks for Human Motion Prediction 2023-08-31 |
코드 1 |
| GraphMixer |
|
Graph-Guided MLP-Mixer for Skeleton-Based Human Motion Prediction 2023-04-07 |
연결 없음 |
| siMLPe |
|
Back to MLP: A Simple Baseline for Human Motion Prediction 2022-07-04 |
코드 1 |
| PGBIG |
|
Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion Prediction 2022-03-30 |
코드 1 |
| MotionMixer |
|
MotionMixer: MLP-based 3D Human Body Pose Forecasting 2022-07-01 |
코드 1 |
| UNIMASK-M |
|
A Unified Masked Autoencoder with Patchified Skeletons for Motion Synthesis 2023-08-14 |
연결 없음 |
| MSR-GCN |
|
MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion Prediction 2021-08-16 |
코드 1 |
| LTD-GCN |
|
Learning Trajectory Dependencies for Human Motion Prediction 2019-08-15 |
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 |
| STS-GCN |
|
Space-Time-Separable Graph Convolutional Network for Pose Forecasting 2021-10-09 |
코드 1 |
| AnyPose1 |
|
AnyPose: Anytime 3D Human Pose Forecasting via Neural Ordinary Differential Equations 2023-09-09 |
연결 없음 |
| Forecast LSTM |
|
Intention-based Long-Term Human Motion Anticipation 2021-12-01 |
코드 1 |
| BC+WGAIL-div |
|
Imitation Learning for Human Pose Prediction 2019-09-08 |
연결 없음 |
| TP-RNN |
|
Action-Agnostic Human Pose Forecasting 2018-10-23 |
코드 1 |
| SRNN |
|
Structural-RNN: Deep Learning on Spatio-Temporal Graphs 2015-11-17 |
코드 1 · 코드 2 |
| ERD |
|
Recurrent Network Models for Human Dynamics 2015-08-02 |
연결 없음 |
| TCD |
|
A generic diffusion-based approach for 3D human pose prediction in the wild 2022-10-11 |
코드 1 |
| STARS |
|
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors 2023-02-09 |
코드 1 |
| DiverseSampling |
|
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space 2022-07-15 |
코드 1 · 코드 2 |
| GSPS |
|
Generating Smooth Pose Sequences for Diverse Human Motion Prediction 2021-08-19 |
코드 1 |
| DSF |
|
Diverse Trajectory Forecasting with Determinantal Point Processes 2019-07-11 |
연결 없음 |
| BeLFusion |
|
BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction 2022-11-25 |
코드 1 |
| HP-GAN |
|
HP-GAN: Probabilistic 3D human motion prediction via GAN 2017-11-27 |
코드 1 · 코드 2 · 코드 3 |
| GMVAE |
|
Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders 2016-11-08 |
코드 1 · 코드 2 · 코드 3 · 코드 4 |
| Pose-Knows |
|
The Pose Knows: Video Forecasting by Generating Pose Futures 2017-04-28 |
코드 1 |