Enhancing Few-Shot Classification of Benchmark and Disaster Imagery with ABHFA-Net
Fuente:
arXiv
Saved in:
| Main Authors: | Lee, Gao Yu, Dam, Tanmoy, Ferdaus, Md Meftahul, Poenar, Daniel Puiu, Duong, Vu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ANROT-HELANet: Adverserially and Naturally Robust Attention-Based Aggregation Network via The Hellinger Distance for Few-Shot Classification
by: Lee, Gao Yu, et al.
Published: (2025)
by: Lee, Gao Yu, et al.
Published: (2025)
DRACO-DehazeNet: An Efficient Image Dehazing Network Combining Detail Recovery and a Novel Contrastive Learning Paradigm
by: Lee, Gao Yu, et al.
Published: (2024)
by: Lee, Gao Yu, et al.
Published: (2024)
Dehazing Remote Sensing and UAV Imagery: A Review of Deep Learning, Prior-based, and Hybrid Approaches
by: Lee, Gao Yu, et al.
Published: (2024)
by: Lee, Gao Yu, et al.
Published: (2024)
Few-Shot Learning in Video and 3D Object Detection: A Survey
by: Ferdaus, Md Meftahul, et al.
Published: (2025)
by: Ferdaus, Md Meftahul, et al.
Published: (2025)
Attention-Enhanced Prototypical Learning for Few-Shot Infrastructure Defect Segmentation
by: Thrainer, Christina, et al.
Published: (2025)
by: Thrainer, Christina, et al.
Published: (2025)
VeloxNet: Efficient Spatial Gating for Lightweight Embedded Image Classification
by: Ferdaus, Md Meftahul, et al.
Published: (2026)
by: Ferdaus, Md Meftahul, et al.
Published: (2026)
Edge-Optimized Vision-Language Models for Underground Infrastructure Assessment
by: Lopez, Johny J., et al.
Published: (2026)
by: Lopez, Johny J., et al.
Published: (2026)
DeltaSeg: Tiered Attention and Deep Delta Learning for Multi-Class Structural Defect Segmentation
by: Noguera, Enrique Hernandez, et al.
Published: (2026)
by: Noguera, Enrique Hernandez, et al.
Published: (2026)
SHARP-Net: A Refined Pyramid Network for Deficiency Segmentation in Culverts and Sewer Pipes
by: Alshawi, Rasha, et al.
Published: (2024)
by: Alshawi, Rasha, et al.
Published: (2024)
Imbalance-Aware Culvert-Sewer Defect Segmentation Using an Enhanced Feature Pyramid Network
by: Alshawi, Rasha, et al.
Published: (2024)
by: Alshawi, Rasha, et al.
Published: (2024)
KARMA: Efficient Structural Defect Segmentation via Kolmogorov-Arnold Representation Learning
by: Ferdaus, Md Meftahul, et al.
Published: (2025)
by: Ferdaus, Md Meftahul, et al.
Published: (2025)
EfficientPENet: Real-Time Depth Completion from Sparse LiDAR via Lightweight Multi-Modal Fusion
by: Lopez, Johny J., et al.
Published: (2026)
by: Lopez, Johny J., et al.
Published: (2026)
RW-Net: Enhancing Few-Shot Point Cloud Classification with a Wavelet Transform Projection-based Network
by: Zhang, Haosheng, et al.
Published: (2025)
by: Zhang, Haosheng, et al.
Published: (2025)
ViT-ProtoNet for Few-Shot Image Classification: A Multi-Benchmark Evaluation
by: Mutlu, Abdulvahap, et al.
Published: (2025)
by: Mutlu, Abdulvahap, et al.
Published: (2025)
Exploring Robust Features for Few-Shot Object Detection in Satellite Imagery
by: Bou, Xavier, et al.
Published: (2024)
by: Bou, Xavier, et al.
Published: (2024)
FORTRESS: Function-composition Optimized Real-Time Resilient Structural Segmentation via Kolmogorov-Arnold Enhanced Spatial Attention Networks
by: Thrainer, Christina, et al.
Published: (2025)
by: Thrainer, Christina, et al.
Published: (2025)
KANICE: Kolmogorov-Arnold Networks with Interactive Convolutional Elements
by: Ferdaus, Md Meftahul, et al.
Published: (2024)
by: Ferdaus, Md Meftahul, et al.
Published: (2024)
A Domain-Adapted Lightweight Ensemble for Resource-Efficient Few-Shot Plant Disease Classification
by: Islam, Anika, et al.
Published: (2025)
by: Islam, Anika, et al.
Published: (2025)
Few-Shot Learning Pipeline for Monkeypox Skin Disease Classification Using CNN Feature Extractors
by: Rashid, Md. Safirur, et al.
Published: (2026)
by: Rashid, Md. Safirur, et al.
Published: (2026)
Few-Shot Vision-Language Reasoning for Satellite Imagery via Verifiable Rewards
by: Koksal, Aybora, et al.
Published: (2025)
by: Koksal, Aybora, et al.
Published: (2025)
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)
SpurAudio: A Benchmark for Studying Shortcut Learning in Few-Shot Audio Classification
by: Ayoub, Giries Abu, et al.
Published: (2026)
by: Ayoub, Giries Abu, et al.
Published: (2026)
MetaCoCo: A New Few-Shot Classification Benchmark with Spurious Correlation
by: Zhang, Min, et al.
Published: (2024)
by: Zhang, Min, et al.
Published: (2024)
Brain Inspired Adaptive Memory Dual-Net for Few-Shot Image Classification
by: Di, Kexin, et al.
Published: (2025)
by: Di, Kexin, et al.
Published: (2025)
Bayesian Evidential Learning for Few-Shot Classification
by: Linghu, Xiongkun, et al.
Published: (2022)
by: Linghu, Xiongkun, et al.
Published: (2022)
ZeroSlide: Is Zero-Shot Classification Adequate for Lifelong Learning in Whole-Slide Image Analysis in the Era of Pathology Vision-Language Foundation Models?
by: Bui, Doanh C., et al.
Published: (2025)
by: Bui, Doanh C., et al.
Published: (2025)
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)
Frequency-Enhanced Dual-Subspace Networks for Few-Shot Fine-Grained Image Classification
by: Wang, Meijia, et al.
Published: (2026)
by: Wang, Meijia, et al.
Published: (2026)
LEDetection: A Simple Framework for Semi-Supervised Few-Shot Object Detection
by: Tran, Phi Vu
Published: (2023)
by: Tran, Phi Vu
Published: (2023)
Commonality in Few: Few-Shot Multimodal Anomaly Detection via Hypergraph-Enhanced Memory
by: Lin, Yuxuan, et al.
Published: (2025)
by: Lin, Yuxuan, et al.
Published: (2025)
Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing
by: Liu, Han, et al.
Published: (2024)
by: Liu, Han, et al.
Published: (2024)
Harnessing the Power of Local Representations for Few-Shot Classification
by: Tang, Shi, et al.
Published: (2024)
by: Tang, Shi, 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)
Improving Fungi Prototype Representations for Few-Shot Classification
by: Traore, Abdarahmane, et al.
Published: (2025)
by: Traore, Abdarahmane, et al.
Published: (2025)
BanglaMM-Disaster: A Multimodal Transformer-Based Deep Learning Framework for Multiclass Disaster Classification in Bangla
by: Islam, Ariful, et al.
Published: (2025)
by: Islam, Ariful, et al.
Published: (2025)
Unbiased Max-Min Embedding Classification for Transductive Few-Shot Learning: Clustering and Classification Are All You Need
by: Liu, Yang, et al.
Published: (2025)
by: Liu, Yang, et al.
Published: (2025)
Few-Shot Anomaly-Driven Generation for Anomaly Classification and Segmentation
by: Gui, Guan, et al.
Published: (2025)
by: Gui, Guan, et al.
Published: (2025)
MineNetCD: A Benchmark for Global Mining Change Detection on Remote Sensing Imagery
by: Yu, Weikang, et al.
Published: (2024)
by: Yu, Weikang, et al.
Published: (2024)
Hierarchical Mask-Enhanced Dual Reconstruction Network for Few-Shot Fine-Grained Image Classification
by: Luo, Ning, et al.
Published: (2025)
by: Luo, Ning, et al.
Published: (2025)
Lightweight Relational Embedding in Task-Interpolated Few-Shot Networks for Enhanced Gastrointestinal Disease Classification
by: Zhong, Xinliu, et al.
Published: (2025)
by: Zhong, Xinliu, et al.
Published: (2025)
Similar Items
-
ANROT-HELANet: Adverserially and Naturally Robust Attention-Based Aggregation Network via The Hellinger Distance for Few-Shot Classification
by: Lee, Gao Yu, et al.
Published: (2025) -
DRACO-DehazeNet: An Efficient Image Dehazing Network Combining Detail Recovery and a Novel Contrastive Learning Paradigm
by: Lee, Gao Yu, et al.
Published: (2024) -
Dehazing Remote Sensing and UAV Imagery: A Review of Deep Learning, Prior-based, and Hybrid Approaches
by: Lee, Gao Yu, et al.
Published: (2024) -
Few-Shot Learning in Video and 3D Object Detection: A Survey
by: Ferdaus, Md Meftahul, et al.
Published: (2025) -
Attention-Enhanced Prototypical Learning for Few-Shot Infrastructure Defect Segmentation
by: Thrainer, Christina, et al.
Published: (2025)