Fetching the paper…
Reading the bibliography…
Human motion prediction is important for many virtual and augmented reality (VR/AR) applications such as collision avoidance and realistic avatar generation.
Gaze latency: variable interactions of head and eye latency
W. H. Zangemeister and L. Stark · 1982
Earlier work this paper cites.
Coordination of the eyes and head during visual orienting
E. G. Freedman · 2008
Earlier work this paper cites.
Collision prediction and prevention in a simultaneous multi-user immersive virtual environment
J. E. Holm · 2012
Earlier work this paper cites.
Adam: A method for stochastic optimization
D. P. Kingma and J. Ba · 2014
Earlier work this paper cites.
Recurrent network models for human dynamics
K. Fragkiadaki, S. Levine, P. Felsen, and J. Malik · 2015
Earlier work this paper cites.
Automated path prediction for redirected walking using navigation meshes
M. Azmandian, T. Grechkin, M. Bolas, and E. Suma · 2016
Earlier work this paper cites.
Deep representation learning for human motion prediction and classification
J. Butepage, M. J. Black, D. Kragic, and H. Kjellstrom · 2017
Earlier work this paper cites.
Learning human motion models for long-term predictions
P. Ghosh, J. Song, E. Aksan, and O. Hilliges · 2017
Earlier work this paper cites.
An activity-embedding approach for next-activity prediction in a multi-user smart space
Y. Kim, J. An, M. Lee, and Y. Lee · 2017
Earlier work this paper cites.
Auto-conditioned recurrent networks for extended complex human motion synthesis
Z. Li, Y. Zhou, S. Xiao, C. He, Z. Huang, and H. Li · 2017
Earlier work this paper cites.
On human motion prediction using recurrent neural networks
J. Martinez, M. J. Black, and J. Romero · 2017
Earlier work this paper cites.
Attention is all you need
A. Vaswani, N. Shazeer, N. Parmar, J. Uszkoreit, L. Jones, A. N. Gomez, Ł. Kaiser, and I. Polosukhin · 2017
Earlier work this paper cites.
Hp-gan: Probabilistic 3d human motion prediction via gan
E. Barsoum, J. Kender, and Z. Liu · 2018
Earlier work this paper cites.
Predicting intention through eye gaze patterns
F. Koochaki and L. Najafizadeh · 2018
Earlier work this paper cites.
Towards virtual reality infinite walking: dynamic saccadic redirection
Q. Sun, A. Patney, L.-Y. Wei, O. Shapira, J. Lu, P. Asente, S. Zhu, M. McGuire, D. Luebke, and A. Kaufman · 2018
Earlier work this paper cites.
A neural temporal model for human motion prediction
A. Gopalakrishnan, A. Mali, D. Kifer, L. Giles, and A. G. Ororbia · 2019
Earlier work this paper cites.
Head and body motion prediction to enable mobile vr experiences with low latency
X. Hou, J. Zhang, M. Budagavi, and S. Dey · 2019
Earlier work this paper cites.
Sgaze: A data-driven eye-head coordination model for realtime gaze prediction
Z. Hu, C. Zhang, S. Li, G. Wang, and D. Manocha · 2019
Earlier work this paper cites.
Bihmp-gan: Bidirectional 3d human motion prediction gan
J. N. Kundu, M. Gor, and R. V. Babu · 2019
Earlier work this paper cites.
Learning trajectory dependencies for human motion prediction
W. Mao, M. Liu, M. Salzmann, and H. Li · 2019
Earlier work this paper cites.
Eye, head and torso coordination during gaze shifts in virtual reality
L. Sidenmark and H. Gellersen · 2019
Earlier work this paper cites.
Eye&head: Synergetic eye and head movement for gaze pointing and selection
L. Sidenmark and H. Gellersen · 2019
Earlier work this paper cites.
Long-term human motion prediction with scene context
Z. Cao, H. Gao, K. Mangalam, Q.-Z. Cai, M. Vo, and J. Malik · 2020
Earlier work this paper cites.
Denoising diffusion probabilistic models
J. Ho, A. Jain, and P. Abbeel · 2020
Cited alongside, same era.
Dgaze: Cnn-based gaze prediction in dynamic scenes
Z. Hu, S. Li, C. Zhang, K. Yi, G. Wang, and D. Manocha · 2020
Cited alongside, same era.
Gan-poser: an improvised bidirectional gan model for human motion prediction
D. K. Jain, M. Zareapoor, R. Jain, A. Kathuria, and S. Bachhety · 2020
Cited alongside, same era.
Gaze-in-wild: A dataset for studying eye and head coordination in everyday activities
R. Kothari, Z. Yang, C. Kanan, R. Bailey, J. B. Pelz, and G. J. Diaz · 2020
Cited alongside, same era.
Mogaze: A dataset of full-body motions that includes workspace geometry and eye-gaze
P. Kratzer, S. Bihlmaier, N. B. Midlagajni, R. Prakash, M. Toussaint, and J. Mainprice · 2020
Cited alongside, same era.
Bimodalgaze: Seamlessly refined pointing with gaze and filtered gestural head movement
Autoregressive denoising diffusion models for multivariate probabilistic time series forecasting
K. Rasul, C. Seward, I. Schuster, and R. Vollgraf · 2021
Later among the works it cites.
Csdi: Conditional score-based diffusion models for probabilistic time series imputation
Y. Tashiro, J. Song, Y. Song, and S. Ermon · 2021
Later among the works it cites.
Belfusion: Latent diffusion for behavior-driven human motion prediction
G. Barquero, S. Escalera, and C. Palmero · 2022
Later among the works it cites.
Mount: Learning 6dof motion prediction based on uncertainty estimation for delayed ar rendering
H. Chen, L. Wei, H. Liu, B. Shi, G. Zhang, and H. Zha · 2022
Later among the works it cites.
Diffusiondet: Diffusion model for object detection
S. Chen, P. Sun, Y. Song, and P. Luo · 2022
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
L. Sidenmark, D. Mardanbegi, A. R. Gomez, C. Clarke, and H. Gellersen · 2020
Cited alongside, same era.
Denoising diffusion implicit models
J. Song, C. Meng, and S. Ermon · 2020
Cited alongside, same era.
Dlow: Diversifying latent flows for diverse human motion prediction
Y. Yuan and K. Kitani · 2020
Cited alongside, same era.
A spatio-temporal transformer for 3d human motion prediction
E. Aksan, M. Kaufmann, P. Cao, and O. Hilliges · 2021
Cited alongside, same era.
Contextually plausible and diverse 3d human motion prediction
S. Aliakbarian, F. Saleh, L. Petersson, S. Gould, and M. Salzmann · 2021
Cited alongside, same era.
Text2gestures: A transformer-based network for generating emotive body gestures for virtual agents
U. Bhattacharya, N. Rewkowski, A. Banerjee, P. Guhan, A. Bera, and D. Manocha · 2021
Cited alongside, same era.
Towards gaze-based prediction of the intent to interact in virtual reality
B. David-John, C. Peacock, T. Zhang, T. S. Murdison, H. Benko, and T. R. Jonker · 2021
Cited alongside, same era.
Classifier-free diffusion guidance
J. Ho and T. Salimans · 2022
Later among the works it cites.
J. Ho, T. Salimans, A. Gritsenko, W. Chan, M. Norouzi, and D. J. Fleet · 2022
Later among the works it cites.
Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps
C. Lu, Y. Zhou, F. Bao, J. Chen, C. Li, and J. Zhu · 2022
Later among the works it cites.
Dpm-solver++: Fast solver for guided sampling of diffusion probabilistic models
C. Lu, Y. Zhou, F. Bao, J. Chen, C. Li, and J. Zhu · 2022
Later among the works it cites.
Progressively generating better initial guesses towards next stages for high-quality human motion prediction
T. Ma, Y. Nie, C. Long, Q. Zhang, and G. Li · 2022
Later among the works it cites.
Hierarchical text-conditional image generation with clip latents
A. Ramesh, P. Dhariwal, A. Nichol, C. Chu, and M. Chen · 2022
Later among the works it cites.
High-resolution image synthesis with latent diffusion models
R. Rombach, A. Blattmann, D. Lorenz, P. Esser, and B. Ommer · 2022
Later among the works it cites.
G. Tevet, S. Raab, B. Gordon, Y. Shafir, D. Cohen-Or, and A. H. Bermano · 2022
Later among the works it cites.
Anoddpm: Anomaly detection with denoising diffusion probabilistic models using simplex noise
J. Wyatt, A. Leach, S. M. Schmon, and C. G. Willcocks · 2022
Later among the works it cites.
Dream3d: Zero-shot text-to-3d synthesis using 3d shape prior and text-to-image diffusion models
J. Xu, X. Wang, W. Cheng, Y.-P. Cao, Y. Shan, X. Qie, and S. Gao · 2022
Later among the works it cites.
Motiondiffuse: Text-driven human motion generation with diffusion model
M. Zhang, Z. Cai, L. Pan, F. Hong, X. Guo, L. Yang, and Z. Liu · 2022
Later among the works it cites.
Gimo: Gaze-informed human motion prediction in context
Y. Zheng, Y. Yang, K. Mo, J. Li, T. Yu, Y. Liu, C. K. Liu, and L. J. Guibas · 2022
Later among the works it cites.
Humanmac: Masked motion completion for human motion prediction
L.-H. Chen, J. Zhang, Y. Li, Y. Pang, X. Xia, and T. Liu · 2023
Closest in time.
Avatars grow legs: Generating smooth human motion from sparse tracking inputs with diffusion model
Y. Du, R. Kips, A. Pumarola, S. Starke, A. Thabet, and A. Sanakoyeu · 2023
Closest in time.
A generic diffusion-based approach for 3d human pose prediction in the wild
S. Saadatnejad, A. Rasekh, M. Mofayezi, Y. Medghalchi, S. Rajabzadeh, T. Mordan, and A. Alahi · 2023
Closest in time.
Adding conditional control to text-to-image diffusion models
L. Zhang and M. Agrawala · 2023
Closest in time.
Pose2gaze: Eye-body coordination during daily activities for gaze prediction from full-body poses
Z. Hu, J. Xu, S. Schmitt, and A. Bulling · 2024
Closest in time.
Hoimotion: Forecasting human motion during human-object interactions using egocentric 3d object bounding boxes
Z. Hu, Z. Yin, D. Haeufle, S. Schmitt, and A. Bulling · 2024
Closest in time.