447 skills found · Page 1 of 15
timoschick / PetThis repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"
sicara / Easy Few Shot LearningReady-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.
wyharveychen / CloserLookFewShotsource code to ICLR'19, 'A Closer Look at Few-shot Classification'
icoz69 / DeepEMDCode for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020
renmengye / Few Shot Ssl PublicMeta Learning for Semi-Supervised Few-Shot Classification
diffusion-classifier / Diffusion ClassifierDiffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training
xrli-U / MuScThis is an official PyTorch implementation for "MuSc : Zero-Shot Industrial Anomaly Classification and Segmentation with Mutual Scoring of the Unlabeled Images" (MuSc ICLR2024).
caoyunkang / WinClip[CVPR 2023] Unofficial re-implementation of "WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation".
yaoyao-liu / Few Shot Classification LeaderboardLeaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.
hytseng0509 / CrossDomainFewShotCross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)
YujiaBao / Distributional Signatures"Few-shot Text Classification with Distributional Signatures" ICLR 2020
MikeWangWZHL / EEG To Textcode for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"
AtmaHou / MetaDialogPlatform for few-shot natural language processing: Text Classification, Sequene Labeling.
davidberenstein1957 / Classy ClassificationThis repository contains an easy and intuitive approach to few-shot classification using sentence-transformers or spaCy models, or zero-shot classification with Huggingface.
ServiceNow / Embedding PropagationCodebase for Embedding Propagation: Smoother Manifold for Few-Shot Classification. This is a ServiceNow Research project that was started at Element AI.
thunlp / HATT ProtoCode and dataset of AAAI2019 paper Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification
Fei-Long121 / DeepBDCThe Pytorch code of "Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification", CVPR 2022 (Oral).
bcmi / Awesome Weak Shot LearningA curated list of papers, code and resources pertaining to weak-shot classification, detection, and segmentation.
MediaBrain-SJTU / MedKLIPThe official code for MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training in Radiology. We propose to leverage medical specific knowledge enhancing language-image pre-training method, significantly advancing the ability of pre-trained models to handle unseen diseases on zero-shot classification and grounding tasks.
gidariss / WDAE GNN FewShotGenerating Classification Weights with GNN Denoising Autoencoders for Few-Shot Learning
