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Search results for few shot recognition

few-shot-recognition x

11 search results found

Easy Few Shot Learning ⭐ 737

Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.

Metaoptnet ⭐ 480

Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)

Simple Cnaps ⭐ 89

Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples" (WACV 2022), and "Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning" (Neural Networks 2022 - in submission)

[CVPR 2022] Official Pytorch Implementation for "Spatio-temporal Relation Modeling for Few-shot Action Recognition". SOTA Results for Few-shot Action Recognition

Simple Cnaps ⭐ 40

Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples" (WACV 2022) and "Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning" (TPAMI 2022 - in submission)

Awesome Few Shot ⭐ 27

Awesome Few-shot learning

Few Shot Kws ⭐ 15

Few-Shot Keyword Spotting

VLG: General Video Recognition with Web Textual Knowledge (https://arxiv.org/abs/2212.01638)

Implementation of the procedural model fitting method described in our paper: Robust procedural model fitting with a new geometric similarity estimator.

Agpf Fsfg ⭐ 6

[Pattern Recognition (2022)] Learning Attention-Guided Pyramidal Features for Few-shot Fine-grained Recognition

Cpsn Osfg ⭐ 5

Coupled Patch Similarity Network For One-Shot Fine-Grained Image Recognition, ICIP, 2021

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