[IJCAI 2021 & AIJ 2023] Cross-Domain Few-Shot Classification via Adversarial Task Augmentation
☆73Feb 7, 2023Updated 3 years ago
Alternatives and similar repositories for CDFSL-ATA
Users that are interested in CDFSL-ATA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Few-shot Classification with LS-SVM Base Learner and Transductive Modules☆11Jan 22, 2021Updated 5 years ago
- [ECCV 2022] Contrastive Prototypical Network with Wasserstein Confidence Penalty☆11Oct 20, 2022Updated 3 years ago
- ☆22Jan 8, 2023Updated 3 years ago
- Repository for the paper : Meta-FDMixup: Cross-Domain Few-Shot Learning Guided byLabeled Target Data☆72Jun 1, 2025Updated last year
- [ICML 2022] Channel Importance Matters in Few-shot Image Classification☆59Apr 19, 2023Updated 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.
- ☆18Jun 20, 2020Updated 6 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
- Pytorch codes for NeurIPS 2021 paper titled "Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data".☆33Apr 7, 2022Updated 4 years ago
- Repository for the CVPR-2023 paper : StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning☆66Jun 2, 2025Updated last year
- ☆41Mar 1, 2022Updated 4 years ago
- (NeurIPS 2022) Understanding Cross-Domain Few-Shot Learning Based on Domain Similarity and Few-Shot Difficulty☆34Mar 19, 2024Updated 2 years ago
- [NeurIPS 2023] Focus Your Attention when Few-Shot Classification☆17Feb 26, 2024Updated 2 years ago
- The code of paper "Enhancing Information Maximization with Distance-Aware Contrastive Learning for Source-Free Cross-Domain Few-Shot Lear…☆15Aug 28, 2025Updated last year
- Pytorch source code of ESPT method in AAAI 2023☆22Jul 23, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆238Nov 6, 2020Updated 5 years ago
- ☆11Dec 13, 2023Updated 2 years ago
- [CVPR 2022 Oral] Rethinking Minimal Sufficient Representation in Contrastive Learning☆72Sep 12, 2023Updated 3 years ago
- ☆25Jun 1, 2021Updated 5 years ago
- Repository for the paper : ME-D2N: Multi-Expert Domain Decompositional Network for Cross-Domain Few-Shot Learning☆22Mar 10, 2024Updated 2 years ago
- (CVPR 2021) Few-Shot Classification with Feature Map Reconstruction Networks☆136Jul 10, 2023Updated 3 years ago
- [CVPR 2020 VL3] The repository for meta fine-tuning in cross-domain few-shot learning.☆42Jan 13, 2023Updated 3 years ago
- [CVPR 2023 Highlight] Masked Image Modeling with Local Multi-Scale Reconstruction☆57Jul 10, 2023Updated 3 years ago
- Code for "When Does Self-supervision Improve Few-shot Learning?" @ ECCV 2020☆35May 22, 2021Updated 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.
- ☆13Jan 20, 2023Updated 3 years ago
- [ICCV'21] Official PyTorch implementation of Relational Embedding for Few-Shot Classification☆121Dec 26, 2021Updated 4 years ago
- CVPR2023: Few-Shot Learning with Visual Distribution Calibration and Cross-Modal Distribution Alignment☆14May 19, 2023Updated 3 years ago
- PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”☆150Feb 20, 2021Updated 5 years ago
- Discriminative Sample-Guided and Parameter-Efficient Feature Space Adaptation for Cross-domain Few-Shot Learning - CVPR 2024☆24Dec 5, 2024Updated last year
- Dual Adaptive Representation Alignment for Cross-domain Few-shot Learning TPAMI 2023☆25May 30, 2024Updated 2 years ago
- Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.☆176Jul 26, 2021Updated 5 years ago
- 1 提出了一种新的相似度损失(SimL)，用于增大类间差异同时减小类内差异；2 SimL+CE优化CNN；3 基于电信号诊断轴承故障☆14Jun 4, 2024Updated 2 years ago
- The code of "Learning Task-aware Local Representations for Few-shot Learning", IJCAI 2020.☆20Jul 28, 2020Updated 6 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.
- Code for 'Leveraging the Feature Distribution in Transfer-based Few-Shot Learning'☆214Jul 23, 2026Updated 2 months ago
- ☆16Jun 23, 2021Updated 5 years ago
- ☆523Jul 5, 2021Updated 5 years ago
- [ICLR 2021] Concept Learners for Few-Shot Learning☆115Jun 6, 2023Updated 3 years ago
- ☆47Nov 1, 2023Updated 2 years ago
- Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).☆50Dec 19, 2022Updated 3 years ago
- Few-Shot Learning with Global Class Representations☆74May 28, 2022Updated 4 years ago