This repository contains the code for the paper On Episodes, Prototypical Networks, and Few-shot Learning
☆35Nov 30, 2021Updated 4 years ago
Alternatives and similar repositories for on-episodes-fsl
Users that are interested in on-episodes-fsl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The torchosr module is a set of tools for Open Set Recognition in Python, compatible with PyTorch library.☆13Mar 11, 2025Updated last year
- ☆15Oct 6, 2020Updated 5 years ago
- ☆16Jun 23, 2021Updated 4 years ago
- Improving Few-Shot Learning with Auxiliary Self-Supervised Pretext Tasks☆13Feb 24, 2021Updated 5 years ago
- ☆10Jun 28, 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.
- Collect and Select: Semantic Alignment Metric Learning for Few-shot Learning☆20Dec 24, 2019Updated 6 years ago
- This repository is the code of the paper "Sparse Spatial Transformers for Few-Shot Learning" (SCIENCE CHINA Information Sciences).☆48Jul 29, 2023Updated 2 years ago
- [MICCAI 2024] Embracing Massive Medical Data☆20Jul 5, 2024Updated last year
- Code for the paper "Selecting Relevant Features from a Universal Representation for Few-shot Classification"☆41Apr 8, 2021Updated 5 years ago
- Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"☆1,235Jan 28, 2021Updated 5 years ago
- A re-implementation of "Prototypical Networks for Few-shot Learning"☆329Mar 26, 2020Updated 6 years ago
- [ICLR 2023] 'Revisiting Pruning At Initialization Through The Lens of Ramanujan Graph" by Duc Hoang, Shiwei Liu, Radu Marculescu, Atlas W…☆14Aug 4, 2023Updated 2 years ago
- ☆15Jan 8, 2024Updated 2 years ago
- [AAAI 2022] Label Hallucination for Few-Shot Classification☆27Dec 29, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [ICCV'21] Official PyTorch implementation of Relational Embedding for Few-Shot Classification☆121Dec 26, 2021Updated 4 years ago
- ☆32Dec 8, 2025Updated 6 months ago
- Code for KDD 2023 long paper: MetricPrompt: Prompting Model as a Relevance Metric for Few-Shot Text Classification☆19Aug 10, 2024Updated last year
- ☆12Jul 20, 2024Updated last year
- ☆35Jun 18, 2021Updated 5 years ago
- ☆12Nov 6, 2024Updated last year
- Implementation of Matching Networks for One Shot Learning in TensorFlow 2.0☆30Apr 13, 2019Updated 7 years ago
- Code for: "Fast and Flexible Multi-Task Classification Using Conditional Neural Adaptive Processes" and "TaskNorm: Rethinking Batch Norma…☆162Jan 14, 2021Updated 5 years ago
- Improving neural network representations using human similarity judgments☆13Nov 22, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆17Sep 25, 2023Updated 2 years ago
- ☆18Nov 1, 2019Updated 6 years ago
- Code for "CLIP Behaves like a Bag-of-Words Model Cross-modally but not Uni-modally"☆29Feb 27, 2026Updated 3 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 3 years ago
- Repository for the paper : Meta-FDMixup: Cross-Domain Few-Shot Learning Guided byLabeled Target Data☆72Jun 1, 2025Updated last year
- ☆12Sep 4, 2024Updated last year
- ☆34Sep 24, 2022Updated 3 years ago
- [IJCV2025] https://arxiv.org/abs/2304.04521☆15Jan 22, 2025Updated last year
- A large-scale benchmark for the evaluation of embeddings across a number of fine-grained and instance-level visual domains.☆17Jun 14, 2024Updated 2 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.
- ☆12Sep 22, 2021Updated 4 years ago
- A Comprehensive Survey of Continual Learning in Medical Scenarios☆20Sep 29, 2024Updated last year
- [ECCV2022] PyTorch re-implementation of Self-Supervision Can Be a Good Few-Shot Learner☆37Mar 20, 2023Updated 3 years ago
- Advances of few-shot learning, especially for NLP applications.☆32Jan 8, 2023Updated 3 years ago
- AIRS-2025赛道二：「星际矿脉」火星矿物高光谱分类挑战赛☆12May 7, 2025Updated last year
- Slides for Machine Learning of University of Chinese Academy of Sciences☆12Feb 16, 2019Updated 7 years ago
- ☆375Jan 22, 2021Updated 5 years ago