atong01 conditional-flow-matching issues

atong01 / conditional-flow-matching

TorchCFM: a Conditional Flow Matching library

https://arxiv.org/abs/2302.00482

MIT License

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issues

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Remove Pytorch Lightning?

#121 GeoffStr opened 1 day ago
0
Batch OT sampling of conditional PDFs

#120 CaioDaumann opened 1 week ago
0
Why score_loss = torch.mean((lambda_t[:, None, None, None] * st + eps) ** 2)?

#119 dongzhuoyao closed 3 weeks ago
1
Confusion about the SB-CFM

#118 csufangyu closed 3 weeks ago
2
OT-CFM performs worse on conditional generation tasks

#117 rlee3359 opened 1 month ago
1
add support for distributed data parallel training

#116 ImahnShekhzadeh opened 1 month ago
1
Generating time series

#115 shyam1998 opened 1 month ago
0
Conditional Flow Matching == Rectified Flow Matching?

#114 zaptrem closed 2 months ago
1
NeuralODE trajectory API is quite limiting

#113 rsanchezgarc opened 2 months ago
2
Fix type batch_size

#112 QB3 closed 2 months ago
0
Is it normal that FID affected by the num_gen option?

#111 glynpu closed 2 months ago
1
Add explicit batch size parameter for FID computation

#110 QB3 closed 4 months ago
2
Heat dist

#109 guillaumehu opened 4 months ago
0
Bump pytorch-lightning from 1.8.3 to 2.2.0

#108 dependabot[bot] opened 4 months ago
1
Bump pytorch-lightning from 1.8.3 to 2.1.4

#107 dependabot[bot] closed 4 months ago
2
fix eot plan plot bug in MBOT notebook

#106 kilianFatras closed 5 months ago
2
How long does it need to train a cifar-10 model with FID 3.5?

#105 glynpu closed 5 months ago
2
Bump torchmetrics from 0.11.0 to 1.3.0.post0

#104 dependabot[bot] opened 5 months ago
0
fix: put tensors on device during creation

#103 ImahnShekhzadeh closed 5 months ago
2
[Improvement Suggestion] Device Handling - Reduce CPU-GPU Overhead

#102 ImahnShekhzadeh closed 5 months ago
4
Use stochastic interpolants class

#101 kilianFatras closed 5 months ago
2
Modelling conditional pdfs

#100 francesco-vaselli closed 5 months ago
2
How to compute inverse trajectories

#99 francesco-vaselli closed 5 months ago
5
Bump torchmetrics from 0.11.0 to 1.3.0

#98 dependabot[bot] closed 5 months ago
2
add comment in `conditional_mnist.ipynb` for training FM

#97 ImahnShekhzadeh closed 5 months ago
7
Question about `UNetModel` used in `conditional_mnist.ipynb`

#96 ImahnShekhzadeh closed 5 months ago
3
fix name typo

#95 atong01 closed 5 months ago
1
I don't know why i changed but it did (sinkhorn.unbalanced)

#94 atong01 closed 5 months ago
0
Update sinkhorn_knopp_unbalanced.py

#93 atong01 closed 5 months ago
1
fix bug related to device id in `conditional_mnist.ipynb`

#92 ImahnShekhzadeh closed 5 months ago
2
Variance reduction over minibatches?

#91 ameya98 closed 3 months ago
2
Bump pytorch-lightning from 1.8.3 to 2.1.3

#90 dependabot[bot] closed 5 months ago
2
Improvement suggestions for the tutorial on minibatch OT

#89 kilianFatras closed 3 months ago
1
Improvement suggestions for the tutorial on flow matching

#88 kilianFatras opened 6 months ago
10
1.0.6 release

#87 kilianFatras closed 6 months ago
2
correct drift function SDE class bug

#86 kilianFatras closed 6 months ago
1
SDE class inconsistencies

#85 kilianFatras closed 6 months ago
0
Add a generate samples script

#84 QB3 opened 6 months ago
2
make generate images function work with parallel in CIFAR files

#83 kilianFatras closed 6 months ago
2
Parallel problem

#82 zhuqunxi closed 6 months ago
13
Bump torchmetrics from 0.11.0 to 1.2.1

#81 dependabot[bot] closed 5 months ago
2
Add tests on lambda_t, low sigma values and guided functions

#80 kilianFatras closed 7 months ago
1
fix tests sbcfm & tcfm

#79 guillaumehu closed 7 months ago
1
Bump pytorch-lightning from 1.8.3 to 2.1.2

#78 dependabot[bot] closed 6 months ago
1
Add sigma test

#77 guillaumehu closed 7 months ago
0
Bump pytorch-lightning from 1.8.3 to 2.1.1

#76 dependabot[bot] closed 7 months ago
1
Update torch requirement from <2.0.0,>=1.11.0 to >=1.11.0,<3.0.0

#75 dependabot[bot] opened 7 months ago
0
Add tests on all CFM classes

#74 kilianFatras closed 7 months ago
2
Unused `num_images` param in cifar10 example

#73 QB3 opened 7 months ago
1
sigma type & doc

#72 guillaumehu closed 7 months ago
7