MLI-lab/imaging_MLPs MLI-lab/imaging_MLPs

  • Stars
    star
    8
  • Rank 2,099,232 (Top 42 %)
  • Language
    Jupyter Notebook
  • License
    MIT License
  • Created about 3 years ago
  • Updated 9 months ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
MLI-lab/imaging_MLPs
github

MLI-lab

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

More Repositories

1

ConvDecoder

An un-trained neural network with a potential application in accelerated MRI
Jupyter Notebook
39
star
2

Robustness-CS

Measuring the robustness of compressive sensing methods (including deep-learning-based ones) for image reconstruction.
Jupyter Notebook
28
star
3

DeepDeWedge

Self-supervised deep learning for denoising and missing wedge reconstruction of cryo-ET tomograms
Jupyter Notebook
26
star
4

cs_deep_decoder

Jupyter Notebook
17
star
5

transformers_for_imaging

Jupyter Notebook
16
star
6

early_stopping_double_descent

Code for reproducing figures and results in the paper ``Early stopping in deep networks: Double descent and how to eliminate it''
Jupyter Notebook
15
star
7

overparameterized_convolutional_generators

Jupyter Notebook
14
star
8

ttt_for_deep_learning_cs

Jupyter Notebook
14
star
9

deep_inverse_book.github.io

Jupyter Notebook
13
star
10

noisy_dna_data_storage

Data recovery from millions of noisy reads
Jupyter Notebook
6
star
11

cinemri

Python
6
star
12

sample_complexity_ss_recon

Jupyter Notebook
4
star
13

recalibrating_conformal_prediction

QTC: Test-time recalibration of conformal predictors under distribution shift based on unlabeled examples
Jupyter Notebook
3
star
14

candidate_training

Reproducible version of the experiments in "Leveraging inductive bias of neural networks for learning without explicit human annotations"
Jupyter Notebook
3
star
15

robust_reconstructors_via_jittering

Python
2
star
16

regularization_based_continual_learning

Jupyter Notebook
2
star
17

Scaling_Laws_For_Deep_Learning_Based_Image_Reconstruction

Jupyter Notebook
2
star
18

monotonic_risk_relationships

Jupyter Notebook
1
star
19

channel_normalization

Jupyter Notebook
1
star
20

imagenet_candidate_training

Training on noisy Flickr labels without annotators for better classification performance in ImageNet classification problem.
Jupyter Notebook
1
star