The paper studies the problem of learning to recognize a new class of objects from a very small number of labeled images. This is called few-shot learning. Previous work in the literature focused on designing new algorithms that allow to learn to generalize to new unseen classes.In this work, we consider the impact of the dataset that we train o…
☆25Aug 5, 2020Updated 5 years ago
Alternatives and similar repositories for fewshotDatasetDesign
Users that are interested in fewshotDatasetDesign 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 original code for the paper "Benchmarks for Continual Few-Shot Learning".☆36Aug 18, 2020Updated 5 years ago
- The original code for the data providers and the datasets of the paper "Defining Benchmarks for Continual Few-Shot Learning".☆16Apr 15, 2020Updated 6 years ago
- ☆30Aug 8, 2021Updated 4 years ago
- Code release for Grad-CAM Guided Attention Module for Fine-grained Visual Classification (MLSP 2022)☆13Aug 25, 2021Updated 4 years ago
- The code of "Learning Task-aware Local Representations for Few-shot Learning", IJCAI 2020.☆20Jul 28, 2020Updated 5 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.
- ☆10Dec 29, 2024Updated last year
- Facility Location and routing problems: Survey, Models and Algorithm☆34Apr 16, 2021Updated 5 years ago
- Code associated with paper "Wandering Within a World: Online Contextualized Few-Shot Learning"☆25Jul 18, 2021Updated 5 years ago
- Source Code for "Dual-Level Knowledge Distillation via Knowledge Alignment and Correlation", TNNLS, https://ieeexplore.ieee.org/abstract/…☆12Dec 21, 2022Updated 3 years ago
- Code accompanying our EMNLP 2019 paper: "Revisiting the Evaluation of Theory of Mind through Question Answering"☆29Aug 9, 2020Updated 5 years ago
- ☆11Apr 18, 2021Updated 5 years ago
- pytorch☆11May 14, 2019Updated 7 years ago
- This is the code for the paper "A Scalable Neural Network for DSIC Affine Maximizer" in NeurIPS 2023.☆11Oct 21, 2023Updated 2 years ago
- ☆16Sep 14, 2023Updated 2 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.
- This repository contains the code for the EMNLP'23 paper "AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classificati…☆16Jun 3, 2024Updated 2 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
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆391Nov 22, 2022Updated 3 years ago
- Hardness-Aware Deep Metric Learning (CVPR2019) in pytorch☆28May 2, 2021Updated 5 years ago
- Drop-in replacement for `fs.existsSync` with zero dependencies. Other libs I found either have crucial differences from fs.existsSync, or…☆12Sep 1, 2017Updated 8 years ago
- Pytorch code of "Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning", CVPR 2019.☆201Jun 20, 2023Updated 3 years ago
- This is the pytorch implementation for the paper "Delta-encoder: an effective sample synthesis method for few-shot object recognition" ht…☆11Jan 10, 2020Updated 6 years ago
- Anonymizing videos by blurring faces using Dual Shot Face Detector☆17Aug 9, 2021Updated 4 years ago
- [ACL'21 Findings] Why Machine Reading Comprehension Models Learn Shortcuts?☆16Aug 8, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- PyTorch Implementation: Code for the paper "Generalizing to Unseen Domains via Adversarial Data Augmentation", NeurIPS 2018. Origin Tenso…☆14Sep 17, 2020Updated 5 years ago
- CNN Architectures : VGG, Resnet, InceptionNet, XceptionNet☆10Dec 20, 2018Updated 7 years ago
- ☆17Nov 6, 2023Updated 2 years ago
- Reward Estimation for Variance Reduction in Deep Reinforcement Learning☆11May 8, 2018Updated 8 years ago
- Code for 'Leveraging the Feature Distribution in Transfer-based Few-Shot Learning'☆214Oct 3, 2023Updated 2 years ago
- Panoramic Human Activity Recognition, in ECCV 2022.☆15Jan 22, 2025Updated last year
- accepted at ICCV 2021☆21Feb 10, 2025Updated last year
- Convert a username/group name to a uid/gid number☆18Oct 8, 2015Updated 10 years ago
- WeightNet: Revisiting the Design Space of Weight Networks☆19Feb 20, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A K-means visualization using JavaScript with D3.☆19Oct 20, 2021Updated 4 years ago
- A conda-smithy repository for python-spams.☆22Apr 22, 2026Updated 3 months ago
- ☆10Nov 18, 2020Updated 5 years ago
- A PyTorch implementation of a few shot, and meta-learning algorithms for image classification.☆89Jun 7, 2023Updated 3 years ago
- This repository is about how to build an SQLite version of the Arabic WordNet database.☆11Mar 19, 2019Updated 7 years ago
- Calculate MFCC/Fbank feature for wav files☆15Nov 21, 2017Updated 8 years ago
- Use cross-platform IPC paths in Node.js.☆16Apr 24, 2024Updated 2 years ago