transductive-learning

mboudiaf/RePRI-for-Few-Shot-Segmentation

(CVPR 2021) Code for our method RePRI for Few-Shot Segmentation. Paper at http://arxiv.org/abs/2012.06166

mboudiaf/TIM

(NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297

seongmin-kye/MCT

Pytorch implementation of Meta-Learned Confidence for Few-shot Learning

joisino/laf

Code for "Training-free Graph Neural Networks and the Power of Labels as Features" (TMLR 2024)

anujinho/trident

Official repository for the paper TRIDENT: Transductive Decoupled Variational Inference for Few Shot Classification

elkhouryk/RS-TransCLIP

Open-source code for the paper "Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification"

ShinKyuY/Graph_Neural_Net

Graph Convolutional Networks, Graph Attention Networks, Gated Graph Neural Net, Mixhop

oveilleux/Realistic_Transductive_Few_Shot

(NeurIPS 2021) Realistic Evaluation of Transductive Few-Shot Learning

jfc43/eval-transductive-robustness

Exploring evaluating the adversarial robustness of transductive-learning based defenses.

ndgigliotti/cluster-optimizer

A GridSearchCV-like hyperparameter optimizer for clustering (no cross-validation).

ryukinix/tcc

Segmentação Semi-Supervisionada de Imagens através de Dinâmicas Coletivas em Redes Complexas

ranjiGT/ATiML-Summer-21

Object detection using SSL techniques. This is a semester project done in Summer 2021 as part of our coursework under the Faculty of Computer Science department at Otto-von-Guericke University, Magdeburg Germany.

xiangzhemeng/Amazon-Electronic-Product-Network-Analysis

Amazon Electronic Products Network Analysis

hynekdav/semi-supervised-VOS

locuoco/graph-attention-networks

Graph Attention Networks (GATs) for node classification and regression tasks

JacopoOrlandini/Progetto-AI-Orlandini

GCN transductive cross validation.