A non-official 100% PyTorch implementation of META-DATASET benchmark for few-shot classification
☆59Jan 6, 2023Updated 3 years ago
Alternatives and similar repositories for pytorch-meta-dataset
Users that are interested in pytorch-meta-dataset 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 the paper "Selecting Relevant Features from a Universal Representation for Few-shot Classification"☆41Apr 8, 2021Updated 5 years ago
- Official implementation of the paper "Rethinking Generalization in Few-Shot Classification" [NeurIPS 2022]☆70Feb 28, 2023Updated 3 years ago
- [NeurIPS 2023] Focus Your Attention when Few-Shot Classification☆17Feb 26, 2024Updated 2 years ago
- A dataset of datasets for learning to learn from few examples☆803May 24, 2024Updated 2 years ago
- ☆200Nov 8, 2024Updated last year
- 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.
- [AAAI 2022] Label Hallucination for Few-Shot Classification☆27Dec 29, 2022Updated 3 years ago
- ☆17Apr 5, 2023Updated 3 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
- Clustering for Few-shot Learning☆13Jul 25, 2024Updated 2 years ago
- ☆13Jun 20, 2022Updated 4 years ago
- Few-shot learning with mislabeled support samples☆44Feb 28, 2023Updated 3 years ago
- (NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297☆123May 23, 2023Updated 3 years ago
- [ICLR 2023] Official code repository for "Meta Learning to Bridge Vision and Language Models for Multimodal Few-Shot Learning"☆61Jun 6, 2023Updated 3 years ago
- The Pytorch code of "Asymmetric Distribution Measure for Few-shot Learning", IJCAI 2020.☆15Oct 9, 2020Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- MAML Implementation using Pytorch-lightning☆24May 30, 2022Updated 4 years ago
- vit for few-shot classification☆48Mar 24, 2023Updated 3 years ago
- Code implementation for the paper: Supervised Masked Knowledge Distillation for Few-Shot Transformers☆42Mar 29, 2023Updated 3 years ago
- Tools for generating tieredImageNet dataset and processing batches☆80Dec 15, 2020Updated 5 years ago
- Implementation of Open-Set Likelihood Maximization for Few-Shot Learning☆42Jul 5, 2023Updated 3 years ago
- ☆116Jan 19, 2021Updated 5 years ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆119Mar 25, 2023Updated 3 years ago
- LightningFSL: Pytorch-Lightning implementations of Few-Shot Learning models.☆114Dec 27, 2022Updated 3 years ago
- ☆375Jan 22, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Developing AGI technologies that integrate tactile and visual information to simulate human-level haptic perception and generate immersiv…☆15Dec 18, 2025Updated 9 months ago
- The implementation of https://papers.nips.cc/paper/7352-tadam-task-dependent-adaptive-metric-for-improved-few-shot-learning . TADAM is a …☆107Jun 20, 2022Updated 4 years ago
- ☆91Mar 21, 2022Updated 4 years ago
- The Pytorch code of "Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification", CVPR 2022 (Oral).☆186Mar 16, 2024Updated 2 years ago
- Accepted at ICCV '23☆16Oct 4, 2023Updated 2 years ago
- Code for Unsupervised Learning via Meta-Learning.☆67Nov 20, 2020Updated 5 years ago
- PyTorch Implementation of NACLIP in "Pay Attention to Your Neighbours: Training-Free Open-Vocabulary Semantic Segmentation"☆81Aug 4, 2026Updated last month
- Ensembles of CNNs for few-shot image classification☆54Jan 29, 2021Updated 5 years ago
- Official Pytorch implementation of the paper "Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification" (NeurIPS 202…☆27Nov 18, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Curated list of Moroccans publishing in the most prestigious AI conferences☆11Jul 6, 2026Updated 2 months 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
- Alleviating the Sample Selection Bias in Few-shot Learning by Removing Projection to the Centroid☆15Dec 6, 2022Updated 3 years ago
- Official implementation of "ImagineFSL: Self-Supervised Pretraining Matters on Imagined Base Set for VLM-based Few-shot Learning" [CVPR 2…☆30Sep 1, 2025Updated last year
- [ECCV 2024] Official code release for "Multimodal Cross-Domain Few-Shot Learning for Egocentric Action Recognition"☆43Jul 7, 2026Updated 2 months ago
- Few-Shot Image Recognition by Predicting Parameters from Activations☆111Jun 24, 2018Updated 8 years ago
- Code for our CVPR 2022 Paper "Hybrid Relation Guided Set Matching for Few-shot Action Recognition".☆27Jan 3, 2023Updated 3 years ago