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Samuel's Projects

sa_dnn icon sa_dnn

Sensitivity Analysis of Deep Neural Networks (AAAI-19 paper)

scythe icon scythe

Deep learning library based on the gcForest algorithm

seernet icon seernet

This is the pytorch implementation for the paper: *Learning Accurate Performance Predictors for Ultrafast Automated Model Compression*, which is in submission to TPAMI

segformer icon segformer

Official PyTorch implementation of SegFormer

segment-anything icon segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

segmenter icon segmenter

[ICCV2021] Official PyTorch implementation of Segmenter: Transformer for Semantic Segmentation

segnext icon segnext

Official Pytorch implementations for "SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation" (NeurIPS 2022)

semidensenet icon semidensenet

Repository containing the code of one of the networks that we employed in the iSEG Grand MICCAI Challenge 2017, infant brain segmentation.

semisuperviseddlforfcns icon semisuperviseddlforfcns

The official source code for the paper "Semi-supervised deep learning for fully convolutional networks", prototyped in MATLAB and using MatConvNet.

semixup icon semixup

Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading from Plain Radiographs

senet icon senet

Squeeze-and-Excitation Networks

shift-gcn icon shift-gcn

The implementation for "Skeleton-Based Action Recognition with Shift Graph Convolutional Network" (CVPR2020 oral).

siam-nestedunet icon siam-nestedunet

The pytorch implementation for "SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images"

siamese-triplet icon siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

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