[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 11 months ago
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆352Apr 12, 2020Updated 6 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.
- [ICML 2022] Channel Importance Matters in Few-shot Image Classification☆59Apr 19, 2023Updated 3 years ago
- ☆18Jun 20, 2020Updated 5 years ago
- Universal Representation Learning from Multiple Domains for Few-shot Classification - ICCV 2021, Cross-domain Few-shot Learning with Task…☆145Feb 23, 2024Updated 2 years ago
- Pytorch codes for NeurIPS 2021 paper titled "Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data".☆32Apr 7, 2022Updated 4 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 8 months 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
- Pytorch source code of ESPT method in AAAI 2023☆22Jul 23, 2023Updated 2 years ago
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆238Nov 6, 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.
- ☆11Dec 13, 2023Updated 2 years ago
- ☆26Jun 1, 2021Updated 4 years ago
- LightningFSL: Pytorch-Lightning implementations of Few-Shot Learning models.☆114Dec 27, 2022Updated 3 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 2022 Oral] Rethinking Minimal Sufficient Representation in Contrastive Learning☆72Sep 12, 2023Updated 2 years ago
- This is the code of our work CISS Certified Robustness Against Natural Language Attacks by Causal Intervention published on ICML 2022☆11Dec 6, 2022Updated 3 years ago
- (CVPR 2021) Few-Shot Classification with Feature Map Reconstruction Networks☆133Jul 10, 2023Updated 2 years ago
- [CVPR 2023 Highlight] Masked Image Modeling with Local Multi-Scale Reconstruction☆56Jul 10, 2023Updated 2 years ago
- ☆13Jan 20, 2023Updated 3 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.
- [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☆15May 19, 2023Updated 2 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 last year
- 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☆15Jun 4, 2024Updated last year
- Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.☆176Jul 26, 2021Updated 4 years ago
- [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration☆473Nov 19, 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.
- A pytorch implementation of "Domain-Adaptive Few-Shot Learning"☆148Jul 21, 2020Updated 5 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆433Jul 31, 2020Updated 5 years ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆654Oct 10, 2021Updated 4 years ago
- Code for 'Leveraging the Feature Distribution in Transfer-based Few-Shot Learning'☆215Oct 3, 2023Updated 2 years ago
- ☆48Nov 1, 2023Updated 2 years ago
- ☆524Jul 5, 2021Updated 4 years ago
- ☆16Jun 23, 2021Updated 4 years ago