transductive-learning

There are 1 repository under transductive-learning topic.

YGZWQZD / LAMDA-SSL
30 Semi-Supervised Learning Algorithms
machine-learning semi-supervised-learning deep-learning pytorch scikit-learn toolkit python computer-vision natural-language-processing generative-model automl gnn graph svm self-supervised-learning support-vector-machine tabular-data inductive-learning transductive-learning neural-network
Language:Python 201
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
coco domain-shift few-shot-segmentation pascal-5i transductive-learning
Language:Python 170
mboudiaf / TIM
(NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297
few-shot few-shot-classifcation few-shot-learning mutual-information neurips-2020 optimization-methods transductive-learning
Language:Python 119
seongmin-kye / MCT
Pytorch implementation of Meta-Learned Confidence for Few-shot Learning
few-shot-learning meta-learning transductive-learning
Language:Python 71
joisino / laf
Code for "Training-free Graph Neural Networks and the Power of Labels as Features" (TMLR 2024)
deep-learning gnn graph-neural-networks label-propagation machine-learning node-classification pytorch transductive-learning
Language:Python 55
elkhouryk / RS-TransCLIP
[ICASSP 2025] Open-source code for the paper "Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification"
aerial-imagery earth-observation image-classification remote-sensing satellite-imagery scene-classification transductive-learning vision-language-models zero-shot-classification
Language:Python 45
anujinho / trident
Official repository for the paper TRIDENT: Transductive Decoupled Variational Inference for Few Shot Classification
transductive-learning variational-inference ai few-shot-learning deep-learning
Language:Python 40
ShinKyuY / Graph_Neural_Net
Graph Convolutional Networks, Graph Attention Networks, Gated Graph Neural Net, Mixhop
gat gcn ggnn graph graph-attention graph-neural-network inductive-learning mixhop ppi transductive-learning
Language:Jupyter Notebook 31
oveilleux / Realistic_Transductive_Few_Shot
(NeurIPS 2021) Realistic Evaluation of Transductive Few-Shot Learning
few-shot-learning few-shot transductive-learning neurips-2021 few-shot-classification dirichlet-distribution random-distributions class-imbalance alpha-divergence
Language:Python 24
jfc43 / eval-transductive-robustness
Exploring evaluating the adversarial robustness of transductive-learning based defenses.
adversarial-attacks adversarial-defense transductive-learning
Language:Python 4
ndgigliotti / cluster-optimizer
A GridSearchCV-like hyperparameter optimizer for clustering (no cross-validation).
scikit-learn clustering clustering-evaluation unsupervised-clustering hyperparameter-optimization hyperparameter-tuning hyperparameter-search transductive-learning supervised-clustering
Language:Jupyter Notebook 4
ryukinix / tcc
Segmentação Semi-Supervisionada de Imagens através de Dinâmicas Coletivas em Redes Complexas
complex-networks dynamic-systems image-segmentation semi-supervised-learning superpixels tcc transductive-learning ufc
Language:TeX 2
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.
semi-supervised-learning graph-algorithms transductive-learning inductive-learning ovgu
Language:Jupyter Notebook 1
xiangzhemeng / Amazon-Electronic-Product-Network-Analysis
Amazon Electronic Products Network Analysis
spectral-clustering supervised-learning transductive-learning network-science
Language:Jupyter Notebook 1
hynekdav / semi-supervised-VOS
transductive-learning video-object-segmentation davis-challenge python
Language:Python 0
locuoco / graph-attention-networks
Graph Attention Networks (GATs) for node classification and regression tasks
attention-mechanism attention-model deep-graph-library deep-learning dgl graph-attention-networks inductive-learning jax keras keras-tensorflow networkx node-classification node-regression tensorflow transductive-learning
Language:Python 0
JacopoOrlandini / Progetto-AI-Orlandini
GCN transductive cross validation.
graph neural-network transductive-learning gcn
Language:Python