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7200ff2
Updated imports to match new skimage module names
daohanlu Jul 1, 2021
9c0ee4a
MCS dataset
daohanlu Jul 7, 2021
04297ca
Testing predicting implausibility with hidden state differences in co…
daohanlu Jul 9, 2021
248237b
Updated prior vs posterior model
daohanlu Jul 19, 2021
473c776
updating prior vs posterior model
daohanlu Jul 23, 2021
8d45509
gravity update
daohanlu Jul 27, 2021
f1152f6
gravity first version complete
daohanlu Jul 29, 2021
defb8fe
object perm and collision update
daohanlu Aug 17, 2021
e647d78
gravity update
daohanlu Aug 26, 2021
c0aef61
updated LR
daohanlu Aug 26, 2021
ab9d19f
updated LR. Added requirements.txt
daohanlu Aug 26, 2021
9d4fa6a
Added gravity training
daohanlu Aug 26, 2021
321df20
Added spatial temporal continuity training
daohanlu Aug 27, 2021
5b76566
added training tasks
daohanlu Aug 27, 2021
36cb663
updated clearing progress bar behavior
daohanlu Aug 27, 2021
360b20a
updated clearing progress bar behavior
daohanlu Aug 27, 2021
6416c5e
updated msc task
Aug 29, 2021
42f710c
Update README.md
daohanlu Sep 6, 2021
3edb491
Gravity, collision, and continuity baselines done. Working on two rem…
daohanlu Sep 8, 2021
7b604e2
Merge remote-tracking branch 'origin/master'
daohanlu Sep 8, 2021
da198ec
Gravity, collision, and continuity baselines done. Working on two rem…
daohanlu Sep 17, 2021
fedf685
updating obj permanence training
daohanlu Sep 18, 2021
1bf52e9
updating obj permanence training
daohanlu Sep 18, 2021
119a892
updating obj permanence training
daohanlu Sep 18, 2021
d439f76
added SGD optimizer
Sep 18, 2021
ef5398c
Updated shape constancy training
daohanlu Sep 23, 2021
5a36e57
Updated shape constancy training
daohanlu Sep 23, 2021
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3 changes: 3 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
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# Fred Lu's fork of "Stochastic Video Generation with a Learned Prior"
I modified Emily Denton and Rob Fergus' paper [Stochastic Video Generation with a Learned Prior](https://arxiv.org/abs/1802.07687) to build a predictive model for the [Machine Common Sense](https://github.com/NextCenturyCorporation/MCS) project that observes plausible physics events and uses the prediction it makes to detect if an unseen physics event was plausible and generate a heatmap of implausible regions if the event is deemed implausible. This repo only contains the training code. The evaluation process has additional algorithms that are not yet included here.

# Stochastic Video Generation with a Learned Prior
This is code for the paper [Stochastic Video Generation with a Learned Prior](https://arxiv.org/abs/1802.07687) by Emily Denton and Rob Fergus. See the [project page](https://sites.google.com/view/svglp/) for details and generated video sequences.

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