conftrace_

cross-domain few-shot learning

17 papers

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Also known as

CDFSL CD-FSL

Co-occurring keywords

domain adaptation (4595) transfer learning (5449) few-shot learning (3398) cross-domain learning (130) vision transformer (1106) representation learning (6206) masked autoencoder (203) frequency domain (267) self-supervised learning (3777) style transfer (499)

Papers

HAP: Harmonized Amplitude Perturbation for Cross-Domain Few-Shot Learning AAAI 2026
SVasP: Self-Versatility Adversarial Style Perturbation for Cross-Domain Few-Shot Learning AAAI 2025
Reconstruction Target Matters in Masked Image Modeling for Cross-Domain Few-Shot Learning AAAI 2025
Discriminative Sample-Guided and Parameter-Efficient Feature Space Adaptation for Cross-Domain Few-Shot Learning CVPR 2024
Leveraging Normalization Layer in Adapters with Progressive Learning and Adaptive Distillation for Cross-Domain Few-Shot Learning AAAI 2024
Exploring Cross-Domain Few-Shot Classification via Frequency-Aware Prompting IJCAI 2024
A Closer Look at the CLS Token for Cross-Domain Few-Shot Learning NIPS 2024
Task-Adaptive Prompted Transformer for Cross-Domain Few-Shot Learning AAAI 2024
Flatten Long-Range Loss Landscapes for Cross-Domain Few-Shot Learning CVPR 2024
Task-aware Adaptive Learning for Cross-domain Few-shot Learning ICCV 2023
CDFSL-V: Cross-Domain Few-Shot Learning for Videos ICCV 2023
MANNER: A Variational Memory-Augmented Model for Cross Domain Few-Shot Named Entity Recognition ACL 2023
StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning CVPR 2023
Revisiting Prototypical Network for Cross Domain Few-Shot Learning CVPR 2023
Ranking Distance Calibration for Cross-Domain Few-Shot Learning CVPR 2022
Understanding Cross-Domain Few-Shot Learning Based on Domain Similarity and Few-Shot Difficulty NIPS 2022
Task-Level Self-Supervision for Cross-Domain Few-Shot Learning AAAI 2022