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Top repositories

1

torchstain

Stain normalization tools for histological analysis and computational pathology
Python
100
star
2

simplify

Simplification of pruned models for accelerated inference | SoftwareX https://doi.org/10.1016/j.softx.2021.100907
Python
30
star
3

UNITOPATHO

Dataset of 9536 H&E-stained patches for colorectal polyps classification and adenomas grading | ICIP21 https://doi.org/10.1109/ICIP42928.2021.9506198
Jupyter Notebook
26
star
4

entangling-disentangling-bias

EnD: Entangling and Disentangling deep representations for bias correction | CVPR21 https://doi.org/10.1109/CVPR46437.2021.01330
Python
16
star
5

unbiased-contrastive-learning

Code for the paper "Unbiased Supervised Contrastive Learning" | ICLR 2023 https://openreview.net/forum?id=Ph5cJSfD2XN
Python
10
star
6

contrastive-brain-age-prediction

Code for the paper "Contrastive learning for regression in multi-site brain age prediction" | ISBI 2023 https://doi.org/10.1109/ISBI53787.2023.10230733
Python
7
star
7

swarm-cpupin

Automatic CPU pinning for docker swarm based GPU HPC cluster
Python
5
star
8

unveiling-covid19-from-cxr

Unveiling COVID-19 from CHEST X-Ray with Deep Learning: A Hurdles Race with Small Data | IJERPH https://doi.org/10.3390/ijerph17186933
Python
5
star
9

deep-learning-reading-group

Deep Learning Reading Group (DLRG) at Computer Science dept., Unito
2
star
10

towards-efficient-capsule-networks

Python
2
star
11

UC3-UNITOBrain

UC3-UNITOBrain, EDDL/ECV Implementation
Python
2
star
12

NEq

Official implementation for "To update or not to update? Neurons at equilibrium in deep models"
Python
2
star
13

ICIAP2021-T7-pruning

Jupyter Notebook
2
star
14

LOBSTER

LOss-Based SensiTivity rEgulaRization: towards deep sparse neural networks | Neural Networks https://doi.org/10.1016/j.neunet.2021.11.029
Python
2
star
15

PSP-entropy

Jupyter Notebook
1
star
16

cac-score-prediction

Jupyter Notebook
1
star
17

SeReNe

Sensitivity-Based Regularization of Neurons for Structured Sparsity in Neural Networks | TNN https://doi.org/10.1109/TNNLS.2021.3084527
Python
1
star
18

Delving-in-the-loss-landscape-to-embed-robust-watermarks-into-neural-networks

Delving in the loss landscape to embed robust watermarks into neural networks | ICPR https://doi.org/10.1109/ICPR48806.2021.9413062
Python
1
star