Saved in:
| Main Authors: | Qi, Chaofei, Liu, Zhitai, Qiu, Jianbin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2507.22057 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Color as the Impetus: Transforming Few-Shot Learner
by: Qi, Chaofei, et al.
Published: (2025)
by: Qi, Chaofei, et al.
Published: (2025)
Shallow Deep Learning Can Still Excel in Fine-Grained Few-Shot Learning
by: Qi, Chaofei, et al.
Published: (2025)
by: Qi, Chaofei, et al.
Published: (2025)
Enabling Validation for Robust Few-Shot Recognition
by: Wang, Hanxin, et al.
Published: (2025)
by: Wang, Hanxin, et al.
Published: (2025)
Multimodal CLIP Inference for Meta-Few-Shot Image Classification
by: Ferragu, Constance, et al.
Published: (2024)
by: Ferragu, Constance, et al.
Published: (2024)
MetaWeather: Few-Shot Weather-Degraded Image Restoration
by: Kim, Youngrae, et al.
Published: (2023)
by: Kim, Youngrae, et al.
Published: (2023)
Latency-aware Unified Dynamic Networks for Efficient Image Recognition
by: Han, Yizeng, et al.
Published: (2023)
by: Han, Yizeng, et al.
Published: (2023)
Few-Shot Continual Learning for Activity Recognition in Classroom Surveillance Images
by: Qian, Yilei, et al.
Published: (2024)
by: Qian, Yilei, et al.
Published: (2024)
Few-Shot Medical Image Segmentation with Large Kernel Attention
by: Wu, Xiaoxiao, et al.
Published: (2024)
by: Wu, Xiaoxiao, et al.
Published: (2024)
MOC: Meta-Optimized Classifier for Few-Shot Whole Slide Image Classification
by: Xiang, Tianqi, et al.
Published: (2025)
by: Xiang, Tianqi, et al.
Published: (2025)
Consistency-Regularized GAN for Few-Shot SAR Target Recognition
by: Zhai, Yikui, et al.
Published: (2026)
by: Zhai, Yikui, et al.
Published: (2026)
Hybrid Feature Collaborative Reconstruction Network for Few-Shot Fine-Grained Image Classification
by: Qiu, Shulei, et al.
Published: (2024)
by: Qiu, Shulei, et al.
Published: (2024)
Dual-View Data Hallucination with Semantic Relation Guidance for Few-Shot Image Recognition
by: Wu, Hefeng, et al.
Published: (2024)
by: Wu, Hefeng, et al.
Published: (2024)
MA-FSAR: Multimodal Adaptation of CLIP for Few-Shot Action Recognition
by: Xing, Jiazheng, et al.
Published: (2023)
by: Xing, Jiazheng, et al.
Published: (2023)
MVP-Shot: Multi-Velocity Progressive-Alignment Framework for Few-Shot Action Recognition
by: Qu, Hongyu, et al.
Published: (2024)
by: Qu, Hongyu, et al.
Published: (2024)
Deep Learning for Cross-Domain Few-Shot Visual Recognition: A Survey
by: Xu, Huali, et al.
Published: (2023)
by: Xu, Huali, et al.
Published: (2023)
Efficient Meta-Learning Enabled Lightweight Multiscale Few-Shot Object Detection in Remote Sensing Images
by: Guan, Wenbin, et al.
Published: (2024)
by: Guan, Wenbin, et al.
Published: (2024)
Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot Learning
by: Zhou, Fei, et al.
Published: (2024)
by: Zhou, Fei, et al.
Published: (2024)
Multimodal Prototype-Enhanced Network for Few-Shot Action Recognition
by: Ni, Xinzhe, et al.
Published: (2022)
by: Ni, Xinzhe, et al.
Published: (2022)
Task-Specific Distance Correlation Matching for Few-Shot Action Recognition
by: Long, Fei, et al.
Published: (2025)
by: Long, Fei, et al.
Published: (2025)
Spatio-temporal Decoupled Knowledge Compensator for Few-Shot Action Recognition
by: Qu, Hongyu, et al.
Published: (2026)
by: Qu, Hongyu, et al.
Published: (2026)
Multimodal Cross-Domain Few-Shot Learning for Egocentric Action Recognition
by: Hatano, Masashi, et al.
Published: (2024)
by: Hatano, Masashi, et al.
Published: (2024)
Evaluating Few-Shot Pill Recognition Under Visual Domain Shift
by: Chu, W. I., et al.
Published: (2026)
by: Chu, W. I., et al.
Published: (2026)
Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP
by: Li, Yayuan, et al.
Published: (2024)
by: Li, Yayuan, et al.
Published: (2024)
Few-Shot Learning with Adaptive Weight Masking in Conditional GANs
by: Hu, Jiacheng, et al.
Published: (2024)
by: Hu, Jiacheng, et al.
Published: (2024)
Boosting Meta-Training with Base Class Information for Few-Shot Learning
by: Jiang, Weihao, et al.
Published: (2024)
by: Jiang, Weihao, et al.
Published: (2024)
Frame Order Matters: A Temporal Sequence-Aware Model for Few-Shot Action Recognition
by: Li, Bozheng, et al.
Published: (2024)
by: Li, Bozheng, et al.
Published: (2024)
Few-Shot Learner Generalizes Across AI-Generated Image Detection
by: Wu, Shiyu, et al.
Published: (2025)
by: Wu, Shiyu, et al.
Published: (2025)
Learning to Adapt Category Consistent Meta-Feature of CLIP for Few-Shot Classification
by: Shi, Jiaying, et al.
Published: (2024)
by: Shi, Jiaying, et al.
Published: (2024)
Frozen Feature Augmentation for Few-Shot Image Classification
by: Bär, Andreas, et al.
Published: (2024)
by: Bär, Andreas, et al.
Published: (2024)
Few-Shot Medical Image Segmentation with High-Fidelity Prototypes
by: Tang, Song, et al.
Published: (2024)
by: Tang, Song, et al.
Published: (2024)
Trokens: Semantic-Aware Relational Trajectory Tokens for Few-Shot Action Recognition
by: Kumar, Pulkit, et al.
Published: (2025)
by: Kumar, Pulkit, et al.
Published: (2025)
Few-Shot Class-Incremental Learning For Efficient SAR Automatic Target Recognition
by: Karantaidis, George, et al.
Published: (2025)
by: Karantaidis, George, et al.
Published: (2025)
Learning Causal Domain-Invariant Temporal Dynamics for Few-Shot Action Recognition
by: Li, Yuke, et al.
Published: (2024)
by: Li, Yuke, et al.
Published: (2024)
Manta: Enhancing Mamba for Few-Shot Action Recognition of Long Sub-Sequence
by: Huang, Wenbo, et al.
Published: (2024)
by: Huang, Wenbo, et al.
Published: (2024)
Improve Meta-learning for Few-Shot Text Classification with All You Can Acquire from the Tasks
by: Liu, Xinyue, et al.
Published: (2024)
by: Liu, Xinyue, et al.
Published: (2024)
AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model
by: Hu, Teng, et al.
Published: (2023)
by: Hu, Teng, et al.
Published: (2023)
STAR: Semantic-Temporal Adaptive Representation Learning for Few-Shot Action Recognition
by: Liu, Hongli, et al.
Published: (2026)
by: Liu, Hongli, et al.
Published: (2026)
Adaptive Multi-Scale Correlation Meta-Network for Few-Shot Remote Sensing Image Classification
by: Kaushish, Anurag, et al.
Published: (2026)
by: Kaushish, Anurag, et al.
Published: (2026)
Boosting Few-Shot Semantic Segmentation Via Segment Anything Model
by: Feng, Chen-Bin, et al.
Published: (2024)
by: Feng, Chen-Bin, et al.
Published: (2024)
ProtoConNet: Prototypical Augmentation and Alignment for Open-Set Few-Shot Image Classification
by: Shi, Kexuan, et al.
Published: (2025)
by: Shi, Kexuan, et al.
Published: (2025)
Similar Items
-
Color as the Impetus: Transforming Few-Shot Learner
by: Qi, Chaofei, et al.
Published: (2025) -
Shallow Deep Learning Can Still Excel in Fine-Grained Few-Shot Learning
by: Qi, Chaofei, et al.
Published: (2025) -
Enabling Validation for Robust Few-Shot Recognition
by: Wang, Hanxin, et al.
Published: (2025) -
Multimodal CLIP Inference for Meta-Few-Shot Image Classification
by: Ferragu, Constance, et al.
Published: (2024) -
MetaWeather: Few-Shot Weather-Degraded Image Restoration
by: Kim, Youngrae, et al.
Published: (2023)