Fetching the paper…
Reading the bibliography…
Human motion modelling is a classical problem at the intersection of graphics and computer vision, with applications spanning human-computer interaction, motion synthesis, and motion prediction for virtual and augmented reality.
Parameterized modeling and recognition of activities
Y. Yacoob and M. J. Black · 1998
Earlier work this paper cites.
Style machines
M. Brand and A. Hertzmann · 2000
Earlier work this paper cites.
Learning switching linear models of human motion
P. Pavlovic, J. M. Rehg, and J. MacCormick · 2000
Earlier work this paper cites.
Stochastic tracking of 3D human figures using 2D image motion
H. Sidenbladh, M. J. Black, and D. J. Fleet · 2000
Earlier work this paper cites.
Interactive motion generation from examples
O. Arikan and D. A. Forsyth · 2002
Earlier work this paper cites.
Motion graphs
L. Kovar, M. Gleicher, and F. Pighin · 2002
Earlier work this paper cites.
Interactive control of avatars animated with human motion data
J. Lee, J. Chai, P. S. A. Reitsma, J. K. Hodgins, and N. S. Pollard · 2002
Earlier work this paper cites.
Decomposing biological motion: A framework for analysis and synthesis of human gait patterns
N. F. Troje · 2002
Earlier work this paper cites.
A spatio-temporal extension to isomap nonlinear dimension reduction
O. C. Jenkins and M. J. Matarić · 2004
Earlier work this paper cites.
Generative modeling for continuous non-linearly embedded visual inference
C. Sminchisescu and A. Jepson · 2004
Earlier work this paper cites.
Gaussian process dynamical models
J. Wang, A. Hertzmann, and D. M. Blei · 2005
Earlier work this paper cites.
Monocular tracking of 3D human motion with a coordinated mixture of factor analyzers
R. Li, M. H. Yang, S. Sclaroff, and T. P. Tian · 2006
Earlier work this paper cites.
Modeling human motion using binary latent variables
G. W. Taylor, G. E. Hinton, and S. T. Roweis · 2006
Earlier work this paper cites.
3d people tracking with gaussian process dynamical models
R. Urtasun, D. J. Fleet, and P. Fua · 2006
Earlier work this paper cites.
Temporal motion models for monocular and multiview 3D human body tracking
R. Urtasun, D. J. Fleet, and P. Fua · 2006
Earlier work this paper cites.
Semi-latent dirichlet allocation: A hierarchical model for human action recognition
Y. Wang, P. Sabzmeydani, and G. Mori · 2007
Earlier work this paper cites.
The statistics of natural hand movements
J. N. Ingram, K. P. Körding, I. S. Howard, and D. M. Wolpert · 2008
Earlier work this paper cites.
Curriculum learning
Y. Bengio, J. Louradour, R. Collobert, and J. Weston · 2009
Earlier work this paper cites.
Physics-based person tracking using the anthropomorphic walker
M. A. Brubaker, D. J. Fleet, and A. Hertzmann · 2010
Cited alongside, same era.
Real time animation of virtual humans: A trade-off between naturalness and control
H. van Welbergen, B. J. H. van Basten, A. Egges, Z. Ruttkay, and M. H. Overmars · 2010
Cited alongside, same era.
A reduction of imitation learning and structured prediction to no-regret online learning
S. Ross, G. J. Gordon, and D. Bagnell · 2011
Cited alongside, same era.
Learning probabilistic non-linear latent variable models for tracking complex activities
A. Yao, J. Gall, L. J. V. Gool, and R. Urtasun · 2011
Cited alongside, same era.
Imagenet classification with deep convolutional neural networks
A. Krizhevsky, I. Sutskever, and G. E. Hinton · 2012
Cited alongside, same era.
Continuous character control with low-dimensional embeddings
Recurrent network models for human dynamics
K. Fragkiadaki, S. Levine, P. Felsen, and J. Malik · 2015
Later among the works it cites.
Skip-thought vectors
R. Kiros, Y. Zhu, R. R. Salakhutdinov, R. Zemel, R. Urtasun, A. Torralba, and S. Fidler · 2015
Later among the works it cites.
Ask your neurons: A neural-based approach to answering questions about images
M. Malinowski, M. Rohrbach, and M. Fritz · 2015
Later among the works it cites.
Hankelet-based dynamical systems modeling for 3D action recognition
L. L. Presti, M. L. Cascia, S. Sclaroff, and O. Camps · 2015
Later among the works it cites.
Action classification using a discriminative multilevel HDP-HMM
N. Raman and S. Maybank · 2015
Later among the works it cites.
Exploring models and data for image question answering
M. Ren, R. Kiros, and R. Zemel · 2015
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
S. Levine, J. M. Wang, A. Haraux, Z. Popović, and V. Koltun · 2012
Cited alongside, same era.
Generating sequences with recurrent neural networks
A. Graves · 2013
Cited alongside, same era.
Learning spatio-temporal structure from rgb-d videos for human activity detection and anticipation
H. S. Koppula and A. Saxena · 2013
Cited alongside, same era.
A non-parametric bayesian network prior of human pose
A. M. Lehrmann, P. V. Gehler, and S. Nowozin · 2013
Cited alongside, same era.
On the properties of neural machine translation: Encoder-decoder approaches
K. Cho, B. Van Merriënboer, D. Bahdanau, and Y. Bengio · 2014
Cited alongside, same era.
3D Pose from Motion for Cross-view Action Recognition via Non-linear Circulant Temporal Encoding
A. Gupta, J. Martinez, J. J. Little, and R. J. Woodham · 2014
Cited alongside, same era.
Human 3.6m: Large scale datasets and predictive methods for 3d human sensing in natural environments
C. Ionescu, D. Papava, V. Olaru, and C. Sminchisescu · 2014
Cited alongside, same era.
Simple baseline for visual question answering
B. Zhou, Y. Tian, S. Sukhbaatar, A. Szlam, and R. Fergus · 2015
Later among the works it cites.
Professor forcing: A new algorithm for training recurrent networks
A. Goyal, A. Lamb, Y. Zhang, S. Zhang, A. Courville, and Y. Bengio · 2016
Later among the works it cites.
Deep residual learning for image recognition
K. He, X. Zhang, S. Ren, and J. Sun · 2016
Later among the works it cites.
Revisiting visual question answering baselines
A. Jabri, A. Joulin, and L. van der Maaten · 2016
Later among the works it cites.
Structural-rnn: Deep learning on spatio-temporal graphs
A. Jain, A. R. Zamir, S. Savarese, and A. Saxena · 2016
Later among the works it cites.
Spatio-temporal lstm with trust gates for 3d human action recognition
J. Liu, A. Shahroudy, D. Xu, and G. Wang · 2016
Later among the works it cites.
Regularizing long short term memory with 3D human-skeleton sequences for action recognition
B. Mahasseni and S. Todorovic · 2016
Later among the works it cites.
A note on the evaluation of generative models
L. Theis, A. v. d. Oord, and M. Bethge · 2016
Later among the works it cites.
Rolling rotations for recognizing human actions from 3D skeletal data
R. Vemulapalli and R. Chellapa · 2016
Later among the works it cites.
Ask, attend and answer: Exploring question-guided spatial attention for visual question answering
H. Xu and K. Saenko · 2016
Later among the works it cites.
A simple but tough-to-beat baseline for sentence embeddings
S. Arora, Y. Liang, and T. Ma · 2017
Closest in time.