Pinned Repositories
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
entangling-disentangling-bias
EnD: Entangling and Disentangling deep representations for bias correction | CVPR21 https://doi.org/10.1109/CVPR46437.2021.01330
LOBSTER
LOss-Based SensiTivity rEgulaRization: towards deep sparse neural networks | Neural Networks https://doi.org/10.1016/j.neunet.2021.11.029
SeReNe
Sensitivity-Based Regularization of Neurons for Structured Sparsity in Neural Networks | TNN https://doi.org/10.1109/TNNLS.2021.3084527
simplify
Simplification of pruned models for accelerated inference | SoftwareX https://doi.org/10.1016/j.softx.2021.100907
swarm-cpupin
Automatic CPU pinning for docker swarm based GPU HPC cluster
torchstain
Stain normalization tools for histological analysis and computational pathology
unbiased-contrastive-learning
Code for the paper "Unbiased Supervised Contrastive Learning" | ICLR 2023 https://openreview.net/forum?id=Ph5cJSfD2XN
UNITOPATHO
Dataset of 9536 H&E-stained patches for colorectal polyps classification and adenomas grading | ICIP21 https://doi.org/10.1109/ICIP42928.2021.9506198
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
EIDOSLAB's Repositories
EIDOSLAB/torchstain
Stain normalization tools for histological analysis and computational pathology
EIDOSLAB/simplify
Simplification of pruned models for accelerated inference | SoftwareX https://doi.org/10.1016/j.softx.2021.100907
EIDOSLAB/UNITOPATHO
Dataset of 9536 H&E-stained patches for colorectal polyps classification and adenomas grading | ICIP21 https://doi.org/10.1109/ICIP42928.2021.9506198
EIDOSLAB/unbiased-contrastive-learning
Code for the paper "Unbiased Supervised Contrastive Learning" | ICLR 2023 https://openreview.net/forum?id=Ph5cJSfD2XN
EIDOSLAB/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
EIDOSLAB/swarm-cpupin
Automatic CPU pinning for docker swarm based GPU HPC cluster
EIDOSLAB/UC3-UNITOBrain
UC3-UNITOBrain, EDDL/ECV Implementation
EIDOSLAB/WiGNet
EIDOSLAB/deep-learning-reading-group
Deep Learning Reading Group (DLRG) at Computer Science dept., Unito
EIDOSLAB/ICIAP2021-T7-pruning
EIDOSLAB/NEq
Official implementation for "To update or not to update? Neurons at equilibrium in deep models"
EIDOSLAB/towards-efficient-capsule-networks
EIDOSLAB/cac-score-prediction
EIDOSLAB/LIC-Domain-Adaptation-with-supervised-Adapters
OVerfitted Adapters for Imge Compression
EIDOSLAB/Neural-Network-derived-perfusion-maps
EIDOSLAB/.github
EIDOSLAB/AI_Health_YOLO
EIDOSLAB/ALICE
EIDOSLAB/boost-your-nerf
EIDOSLAB/covid-two-step
Source code for the paper "A two-step radiologist-like approach for covid-19 computer-aided diagnosis from chest x-ray images." | ICIAP 2022
EIDOSLAB/eidoslab.github.io
EIDOSLab website
EIDOSLAB/GABIC
EIDOSLAB/GBIC
Graph based image compression
EIDOSLAB/KD_and_CAC
CAC computation with knowledge distillation
EIDOSLAB/nerf-ensemble-two-is-better-than-one
EIDOSLAB/ProgressiveCodec
Pytorch implementation of the paper "Efficient Progressive Image Compression via Variance-aware Masking".
EIDOSLAB/pruning_tutorial
EIDOSLAB/REM
EIDOSLAB/StanH
Pytorch implementation of StanH quantizer for variable rate coding
EIDOSLAB/torch-segmentation-3d