karles's repositories
transformer_ep
Code for paper:"Development and validation of a deep learning model for treatment response prediction in newly diagnosed epilepsy."
awesome-computer-vision
A curated list of awesome computer vision resources
awesome-knowledge-distillation
Incredible transferring knowledge techniques with Knowledge distillation
Awesome-Knowledge-Distillation-1
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。
Awesome-Learning-with-Label-Noise
A curated list of resources for Learning with Noisy Labels
BAPA-Net
Code for BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-domain Semantic Segmentation
DSI-Net
DSI-Net: Deep Synergistic Interaction Network for Joint Classification and Segmentation with Endoscope Images, under review at IEEE TMI
dsmil-wsi
DSMIL: Multiple instance learning networks for tumor detection in Whole Slide Image
Guiding-Pseudo-labels-with-Uncertainty-Estimation-for-Source-free-Unsupervised-Domain-Adaptation
Code for "Guiding-Pseudo-labels-with-Uncertainty-Estimation-for-Source-free-Unsupervised-Domain-Adaptation" (CVPR 2023)
LG-ER-MT
MICCAI 2020 paper "Local and Global Structure-Aware Entropy Regularized Mean Teacher Model for 3D Left Atrium Segmentation."
ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
OKD-Reading-List
Papers for Open Knowledge Discovery
pumpkin-book
《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book
query2labels
Official implementation of paper "Query2Label: A Simple Transformer Way to Multi-Label Classification".
Seg-Uncertainty
IJCAI2020 & IJCV 2020 :city_sunrise: Unsupervised Scene Adaptation with Memory Regularization in vivo
SETR
[CVPR 2021] Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers
tcga_segmentation
Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024
TransNorm
Code release for "Transferable Normalization: Towards Improving Transferability of Deep Neural Networks" (NeurIPS 2019)
voxelmorph
Unsupervised Learning for Image Registration
WDMT-Net
This is an official implementation of 'A Multi-task Network with Weight Decay Skip Connection Training for Anomaly Detection in Retinal Fundus Images'