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" (SSRN Electronic Journal)
☆119Mar 25, 2023Updated 3 years ago
Alternatives and similar repositories for simple-cnaps
Users that are interested in simple-cnaps are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for a python based implementation of a FOPPL SMC sampler.☆11May 9, 2021Updated 5 years ago
- Evaluating multiple novel approaches for adjective use in image captioning.☆20Apr 20, 2021Updated 5 years ago
- Multi-model analysis of sentiment and emotion in multi-speaker conversations.☆29Jul 6, 2023Updated 3 years ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆58Nov 3, 2022Updated 3 years ago
- Source code for “Neural RST-based Evaluation of Discourse Coherence” (AACL-IJCNLP 2020)☆28Aug 29, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ICLR 2021: A Universal Representation Transformer Layer for Few-Shot Image Classification☆104Apr 21, 2021Updated 5 years ago
- Code for the paper "Selecting Relevant Features from a Universal Representation for Few-shot Classification"☆41Apr 8, 2021Updated 5 years ago
- Code for: "Fast and Flexible Multi-Task Classification Using Conditional Neural Adaptive Processes" and "TaskNorm: Rethinking Batch Norma…☆163Jan 14, 2021Updated 5 years ago
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆391Nov 22, 2022Updated 3 years ago
- ☆91Mar 21, 2022Updated 4 years ago
- (NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297☆123May 23, 2023Updated 3 years ago
- ☆375Jan 22, 2021Updated 5 years ago
- This repository is the code of the paper "Sparse Spatial Transformers for Few-Shot Learning" (SCIENCE CHINA Information Sciences).☆48Jul 29, 2023Updated 3 years ago
- A dataset of datasets for learning to learn from few examples☆804May 24, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Codebase for Embedding Propagation: Smoother Manifold for Few-Shot Classification. This is a ServiceNow Research project that was started…☆211Jun 27, 2022Updated 4 years ago
- Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.☆176Jul 26, 2021Updated 5 years ago
- Code for 'Leveraging the Feature Distribution in Transfer-based Few-Shot Learning'☆214Jul 23, 2026Updated 2 months ago
- The original code for the paper "Benchmarks for Continual Few-Shot Learning".☆36Aug 18, 2020Updated 6 years ago
- Tools for generating tieredImageNet dataset and processing batches☆80Dec 15, 2020Updated 5 years ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆655Oct 10, 2021Updated 5 years ago
- Universal Representation Learning from Multiple Domains for Few-shot Classification - ICCV 2021, Cross-domain Few-shot Learning with Task…☆147Feb 23, 2024Updated 2 years ago
- This repository contains the code for Instance Credibility Inference (ICI).☆86Jun 7, 2021Updated 5 years ago
- Laplacian Regularized Few Shot Learning☆83Jun 9, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A non-official 100% PyTorch implementation of META-DATASET benchmark for few-shot classification☆59Jan 6, 2023Updated 3 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆436Jul 31, 2020Updated 6 years ago
- This repo contains codes for Learning a Few-shot Embedding Model with Contrastive Learning(AAAI2021)☆63Jun 3, 2021Updated 5 years ago
- ☆12Apr 28, 2020Updated 6 years ago
- (ICLR 2021) ConstellationNet: Attentional Constellation Nets for Few-Shot Learning☆14Apr 4, 2022Updated 4 years ago
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆352Apr 12, 2020Updated 6 years ago
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆238Nov 6, 2020Updated 5 years ago
- [ICCV'21] Official PyTorch implementation of Relational Embedding for Few-Shot Classification☆121Dec 26, 2021Updated 4 years ago
- ☆134Mar 4, 2021Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- This repository is the code of paper "Multi-scale Adaptive Task Attention Network for Few-Shot Learning (ICPR-2022)".☆26Jul 4, 2022Updated 4 years ago
- The code of Unsupervised Few-Shot Image Classification by Learning Features into Clustering Space☆15Jul 12, 2022Updated 4 years ago
- [CVPR 2020] DPGN: Distribution Propagation Graph Network for Few-shot Learning.☆178Jul 25, 2024Updated 2 years ago
- PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”☆150Feb 20, 2021Updated 5 years ago
- This repository is the official implementation Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with S…☆117Jun 11, 2024Updated 2 years ago
- [CVPR 2020 VL3] The repository for meta fine-tuning in cross-domain few-shot learning.☆42Jan 13, 2023Updated 3 years ago
- Ensembles of CNNs for few-shot image classification☆54Jan 29, 2021Updated 5 years ago