(NeurIPS 2022) Understanding Cross-Domain Few-Shot Learning Based on Domain Similarity and Few-Shot Difficulty
☆34Mar 19, 2024Updated 2 years ago
Alternatives and similar repositories for understanding-cdfsl
Users that are interested in understanding-cdfsl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆22Jan 8, 2023Updated 3 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
- Code implementation of ICLR paper entitled "Cross-Level Distillation and Feature Denoising for Cross-Domain Few-Shot Classification"☆28Jul 9, 2025Updated last year
- 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
- [IJCAI 2021 & AIJ 2023] Cross-Domain Few-Shot Classification via Adversarial Task Augmentation☆73Feb 7, 2023Updated 3 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.
- Repository for the paper : Meta-FDMixup: Cross-Domain Few-Shot Learning Guided byLabeled Target Data☆72Jun 1, 2025Updated last year
- 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
- Dual Adaptive Representation Alignment for Cross-domain Few-shot Learning TPAMI 2023☆25May 30, 2024Updated 2 years ago
- Code implementation for the paper: Supervised Masked Knowledge Distillation for Few-Shot Transformers☆42Mar 29, 2023Updated 3 years ago
- ☆11Dec 13, 2023Updated 2 years ago
- (SLT 2024) Learning Video Temporal Dynamics with Cross-Modal Attention for Robust Audio-Visual Speech Recognition☆13Oct 22, 2024Updated last year
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆238Nov 6, 2020Updated 5 years ago
- ☆18Jun 20, 2020Updated 6 years ago
- Repository for the CVPR-2023 paper : StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning☆66Jun 2, 2025Updated 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.
- [NeurIPS 2023] Focus Your Attention when Few-Shot Classification☆17Feb 26, 2024Updated 2 years ago
- Self-Contrastive Learning: Single-viewed Supervised Contrastive Framework using Sub-network (AAAI 2023)☆21Oct 28, 2023Updated 2 years ago
- ☆16Jun 23, 2021Updated 5 years ago
- ☆11Aug 26, 2023Updated 3 years ago
- Discriminative Sample-Guided and Parameter-Efficient Feature Space Adaptation for Cross-domain Few-Shot Learning - CVPR 2024☆24Dec 5, 2024Updated last year
- Python code to implement DeIL, a CLIP based approach for open-world few-shot learning.☆19Nov 4, 2024Updated last year
- Official repository for the WACV2023 paper Hyperdimensional Feature Fusion for Out-of-Distribution Detection☆15Feb 26, 2023Updated 3 years ago
- Code for CVPR2024 Paper: Flatten Long-Range Loss Landscapes for Cross-Domain Few-Shot Learning☆16Jul 4, 2024Updated 2 years ago
- (CVPR 2023) Coreset Sampling from Open-Set for Fine-Grained Self-Supervised Learning☆30Oct 3, 2023Updated 2 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.
- Does Self-supervision Always Improve Few-shot Learning? - MLRC 2021 and ReScience-C☆22May 23, 2022Updated 4 years ago
- accepted at ICCV 2021☆21Feb 10, 2025Updated last year
- ☆17Apr 17, 2025Updated last year
- Shaping Visual Representations with Language for Few-shot Classification, ACL 2020☆16May 9, 2021Updated 5 years ago
- PyTorch implementation of Pseudo-Riemannian Graph Convolutional Networks (NeurIPS'22))☆19Jul 5, 2024Updated 2 years ago
- [ACM MM 2023] Boosting Few-shot 3D Point Cloud Segmentation via Query-Guided Enhancement☆14May 17, 2024Updated 2 years ago
- PyTorch implementation for "Gated Transfer Network for Transfer Learning"☆11Jun 3, 2019Updated 7 years ago
- GP-Tree: A Gaussian Process Classifier for Few-Shot Incremental Learning☆35May 12, 2022Updated 4 years ago
- DiffBlender: Scalable and Composable Multimodal Text-to-Image Diffusion Models☆46Dec 21, 2023Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- SSR: An Efficient and Robust Framework for Learning with Unknown Label Noise (BMVC2022)☆32Mar 22, 2025Updated last year
- ☆14Dec 13, 2024Updated last year
- ☆15Sep 29, 2022Updated 3 years ago
- The code repository for "Learning Classifier Synthesis for Generalized Few-shot Learning"☆22Jul 5, 2021Updated 5 years ago
- ☆47Nov 1, 2023Updated 2 years ago
- [CVPR 2024] Tune-An-Ellipse: CLIP Has Potential to Find What You Want☆14Jan 5, 2025Updated last year
- ☆20May 16, 2024Updated 2 years ago