Spatial frequency information fusion network for few-shot learning
Fuente:
arXiv
Saved in:
| Main Authors: | Zhao, Wenqing, Xie, Guojia, Pan, Han, Yang, Biao, Zhang, Weichuan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A novel spatial-frequency domain network for zero-shot incremental learning
by: Ren, Jie, et al.
Published: (2024)
by: Ren, Jie, et al.
Published: (2024)
Adaptive receptive field-based spatial-frequency feature reconstruction network for few-shot fine-grained image classification
by: Zhang, Linyue, et al.
Published: (2026)
by: Zhang, Linyue, et al.
Published: (2026)
Vocabulary-free few-shot learning for Vision-Language Models
by: Zanella, Maxime, et al.
Published: (2025)
by: Zanella, Maxime, et al.
Published: (2025)
Frequency-Adaptive Discrete Cosine-ViT-ResNet Architecture for Sparse-Data Vision
by: Kang, Ziyue, et al.
Published: (2025)
by: Kang, Ziyue, et al.
Published: (2025)
LPN: Language-guided Prototypical Network for few-shot classification
by: Cheng, Kaihui, et al.
Published: (2023)
by: Cheng, Kaihui, et al.
Published: (2023)
Multi-scale direction-aware SAR object detection network via global information fusion
by: Cao, Mingxiang, et al.
Published: (2023)
by: Cao, Mingxiang, et al.
Published: (2023)
Noise-aware few-shot learning through bi-directional multi-view prompt alignment
by: Niu, Lu, et al.
Published: (2026)
by: Niu, Lu, et al.
Published: (2026)
Two-stream joint matching method based on contrastive learning for few-shot action recognition
by: Deng, Long, et al.
Published: (2024)
by: Deng, Long, et al.
Published: (2024)
Structured Output Regularization: a framework for few-shot transfer learning
by: Ewen, Nicolas, et al.
Published: (2025)
by: Ewen, Nicolas, et al.
Published: (2025)
Second-order Gaussian directional derivative representations for image high-resolution corner detection
by: Xie, Dongbo, et al.
Published: (2026)
by: Xie, Dongbo, et al.
Published: (2026)
Implicit spatial-frequency fusion of hyperspectral and lidar data via kolmogorov-arnold networks
by: Long, Zekun, et al.
Published: (2026)
by: Long, Zekun, et al.
Published: (2026)
MAEDAY: MAE for few and zero shot AnomalY-Detection
by: Schwartz, Eli, et al.
Published: (2022)
by: Schwartz, Eli, et al.
Published: (2022)
CLIP-driven Outliers Synthesis for few-shot OOD detection
by: Sun, Hao, et al.
Published: (2024)
by: Sun, Hao, et al.
Published: (2024)
MetaChest: Generalized few-shot learning of pathologies from chest X-rays
by: Montalvo-Lezama, Berenice, et al.
Published: (2025)
by: Montalvo-Lezama, Berenice, et al.
Published: (2025)
Adaptive few-shot learning for robust part quality classification in two-photon lithography
by: Jia, Sixian, et al.
Published: (2026)
by: Jia, Sixian, et al.
Published: (2026)
Multitask frame-level learning for few-shot sound event detection
by: Zou, Liang, et al.
Published: (2024)
by: Zou, Liang, et al.
Published: (2024)
Dual High-Order Total Variation Model for Underwater Image Restoration
by: Li, Yuemei, et al.
Published: (2024)
by: Li, Yuemei, et al.
Published: (2024)
Propensity-driven Uncertainty Learning for Sample Exploration in Source-Free Active Domain Adaptation
by: Pan, Zicheng, et al.
Published: (2025)
by: Pan, Zicheng, et al.
Published: (2025)
Image deblurring based on lightweight multi-information fusion network
by: Zhang, Yanni, et al.
Published: (2021)
by: Zhang, Yanni, et al.
Published: (2021)
Foundation Model or Finetune? Evaluation of few-shot semantic segmentation for river pollution
by: Don, Marga, et al.
Published: (2024)
by: Don, Marga, et al.
Published: (2024)
Enabling Generalized Zero-shot Learning Towards Unseen Domains by Intrinsic Learning from Redundant LLM Semantics
by: Yue, Jiaqi, et al.
Published: (2024)
by: Yue, Jiaqi, et al.
Published: (2024)
Initialization matters in few-shot adaptation of vision-language models for histopathological image classification
by: Meseguer, Pablo, et al.
Published: (2026)
by: Meseguer, Pablo, et al.
Published: (2026)
SpatialLock: Precise Spatial Control in Text-to-Image Synthesis
by: Liu, Biao, et al.
Published: (2025)
by: Liu, Biao, et al.
Published: (2025)
Spatial Annealing for Efficient Few-shot Neural Rendering
by: Xiao, Yuru, et al.
Published: (2024)
by: Xiao, Yuru, et al.
Published: (2024)
Human-like visual computing advances explainability and few-shot learning in deep neural networks for complex physiological data
by: Alahmadi, Alaa, et al.
Published: (2025)
by: Alahmadi, Alaa, et al.
Published: (2025)
Brain-inspired analogical mixture prototypes for few-shot class-incremental learning
by: Li, Wanyi, et al.
Published: (2025)
by: Li, Wanyi, et al.
Published: (2025)
Dynamic Accumulated Attention Map for Interpreting Evolution of Decision-Making in Vision Transformer
by: Liao, Yi, et al.
Published: (2025)
by: Liao, Yi, et al.
Published: (2025)
Boundary feature fusion network for tooth image segmentation
by: Zhang, Dongping, et al.
Published: (2024)
by: Zhang, Dongping, et al.
Published: (2024)
BayesAdapter: enhanced uncertainty estimation in CLIP few-shot adaptation
by: Morales-Álvarez, Pablo, et al.
Published: (2024)
by: Morales-Álvarez, Pablo, et al.
Published: (2024)
Deep learning-based neurodevelopmental assessment in preterm infants
by: Ren, Lexin, et al.
Published: (2026)
by: Ren, Lexin, et al.
Published: (2026)
MultiTaskVIF: Segmentation-oriented visible and infrared image fusion via multi-task learning
by: Zhao, Zixian, et al.
Published: (2025)
by: Zhao, Zixian, et al.
Published: (2025)
WaterMono: Teacher-Guided Anomaly Masking and Enhancement Boosting for Robust Underwater Self-Supervised Monocular Depth Estimation
by: Ding, Yilin, et al.
Published: (2024)
by: Ding, Yilin, et al.
Published: (2024)
Learning Spatial Similarity Distribution for Few-shot Object Counting
by: Xu, Yuanwu, et al.
Published: (2024)
by: Xu, Yuanwu, et al.
Published: (2024)
Spatial Transcriptomics Analysis of Zero-shot Gene Expression Prediction
by: Yang, Yan, et al.
Published: (2024)
by: Yang, Yan, et al.
Published: (2024)
Local Foreground Selection aware Attentive Feature Reconstruction for few-shot fine-grained plant species classification
by: Zulfiqar, Aisha, et al.
Published: (2025)
by: Zulfiqar, Aisha, et al.
Published: (2025)
PlantSegNeRF: A few-shot, cross-species method for plant 3D instance point cloud reconstruction via joint-channel NeRF with multi-view image instance matching
by: Yang, Xin, et al.
Published: (2025)
by: Yang, Xin, et al.
Published: (2025)
A two-stream network with global-local feature fusion for bone age assessment
by: Lou, Qiong, et al.
Published: (2025)
by: Lou, Qiong, et al.
Published: (2025)
FDiff-Fusion:Denoising diffusion fusion network based on fuzzy learning for 3D medical image segmentation
by: Ding, Weiping, et al.
Published: (2024)
by: Ding, Weiping, et al.
Published: (2024)
Real-Time Dynamic Scale-Aware Fusion Detection Network: Take Road Damage Detection as an example
by: Pan, Weichao, et al.
Published: (2024)
by: Pan, Weichao, et al.
Published: (2024)
EFA-YOLO: An Efficient Feature Attention Model for Fire and Flame Detection
by: Pan, Weichao, et al.
Published: (2024)
by: Pan, Weichao, et al.
Published: (2024)
Similar Items
-
A novel spatial-frequency domain network for zero-shot incremental learning
by: Ren, Jie, et al.
Published: (2024) -
Adaptive receptive field-based spatial-frequency feature reconstruction network for few-shot fine-grained image classification
by: Zhang, Linyue, et al.
Published: (2026) -
Vocabulary-free few-shot learning for Vision-Language Models
by: Zanella, Maxime, et al.
Published: (2025) -
Frequency-Adaptive Discrete Cosine-ViT-ResNet Architecture for Sparse-Data Vision
by: Kang, Ziyue, et al.
Published: (2025) -
LPN: Language-guided Prototypical Network for few-shot classification
by: Cheng, Kaihui, et al.
Published: (2023)