Cover Image

Cross-Domain Few-Shot Learning via Adaptive Transformer Networks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Paeedeh, Naeem, Pratama, Mahardhika, Ma'sum, Muhammad Anwar, Mayer, Wolfgang, Cao, Zehong, Kowlczyk, Ryszard
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Cross-Domain Few-Shot Learning with Coalescent Projections and Latent Space Reservation
by: Paeedeh, Naeem, et al.
Published: (2025)

Few-Shot Class Incremental Learning via Robust Transformer Approach
by: Paeedeh, Naeem, et al.
Published: (2024)

Unsupervised Few-Shot Continual Learning for Remote Sensing Image Scene Classification
by: Ma'sum, Muhammad Anwar, et al.
Published: (2024)

Cross-Domain Few-Shot Learning for Hyperspectral Image Classification Based on Mixup Foundation Model
by: Paeedeh, Naeem, et al.
Published: (2026)

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning
by: Ma'sum, M. Anwar, et al.
Published: (2025)

Continual Knowledge Consolidation LORA for Domain Incremental Learning
by: Paeedeh, Naeem, et al.
Published: (2025)

PIP: Prototypes-Injected Prompt for Federated Class Incremental Learning
by: Ma'sum, Muhammad Anwar, et al.
Published: (2024)

PROL : Rehearsal Free Continual Learning in Streaming Data via Prompt Online Learning
by: Ma'sum, M. Anwar, et al.
Published: (2025)

Dynamic Long-Term Time-Series Forecasting via Meta Transformer Networks
by: Ma'sum, Muhammad Anwar, et al.
Published: (2024)

KD-MARL: Resource-Aware Knowledge Distillation in Multi-Agent Reinforcement Learning
by: Pavel, Monirul Islam, et al.
Published: (2026)

Multi-Agent Reinforcement Learning for Heterogeneous Satellite Cluster Resources Optimization
by: Hady, Mohamad A., et al.
Published: (2025)

Source-Free Cross-Domain Continual Learning
by: Furqon, Muhammad Tanzil, et al.
Published: (2025)

Multi-Agent Reinforcement Learning for Resources Allocation Optimization: A Survey
by: Hady, Mohamad A., et al.
Published: (2025)

Multi-Agent Reinforcement Learning for Autonomous Multi-Satellite Earth Observation: A Realistic Case Study
by: Hady, Mohamad A., et al.
Published: (2025)

Cross-Domain Continual Learning via CLAMP
by: Weng, Weiwei, et al.
Published: (2024)

Towards Cross-Domain Continual Learning
by: de Carvalho, Marcus, et al.
Published: (2024)

Adaptability in Multi-Agent Reinforcement Learning: A Framework and Unified Review
by: Hu, Siyi, et al.
Published: (2025)

Black-Box Time-Series Domain Adaptation via Cross-Prompt Foundation Models
by: Furqon, M. T., et al.
Published: (2025)

Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions
by: Furqon, Muhammad Tanzil, et al.
Published: (2024)

Onboard Optimization and Learning: A Survey
by: Pavel, Monirul Islam, et al.
Published: (2025)

Time and Frequency Synergy for Source-Free Time-Series Domain Adaptations
by: Furqon, Muhammad Tanzil, et al.
Published: (2024)

Task-Specific Preconditioner for Cross-Domain Few-Shot Learning
by: Kang, Suhyun, et al.
Published: (2024)

Interpretable Cross-Domain Few-Shot Learning with Rectified Target-Domain Local Alignment
by: Zhao, Yaze, et al.
Published: (2026)

CDFormer: Cross-Domain Few-Shot Object Detection Transformer Against Feature Confusion
by: Meng, Boyuan, et al.
Published: (2025)

Graph Mining under Data scarcity
by: Rakaraddi, Appan, et al.
Published: (2024)

Reclaiming Lost Text Layers for Source-Free Cross-Domain Few-Shot Learning
by: Zhang, Zhenyu, et al.
Published: (2026)

Exploring Cross-Domain Few-Shot Classification via Frequency-Aware Prompting
by: Zhang, Tiange, et al.
Published: (2024)

Flatten Long-Range Loss Landscapes for Cross-Domain Few-Shot Learning
by: Zou, Yixiong, et al.
Published: (2024)

Geometry over Density: Few-Shot Cross-Domain OOD Detection
by: Li, Shawn, et al.
Published: (2026)

Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation
by: Tong, Jintao, et al.
Published: (2025)

Advancing Graph Few-Shot Learning via In-Context Learning
by: Guan, Renchu, et al.
Published: (2026)

FALCON: Few-Shot Adversarial Learning for Cross-Domain Medical Image Segmentation
by: Fayjie, Abdur R., et al.
Published: (2026)

Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation
by: Tong, Jintao, et al.
Published: (2024)

The Devil is in Low-Level Features for Cross-Domain Few-Shot Segmentation
by: Liu, Yuhan, et al.
Published: (2025)

MLSD: A Novel Few-Shot Learning Approach to Enhance Cross-Target and Cross-Domain Stance Detection
by: Gera, Parush, et al.
Published: (2025)

Self-Disentanglement and Re-Composition for Cross-Domain Few-Shot Segmentation
by: Tong, Jintao, et al.
Published: (2025)

NTIRE 2025 Challenge on Cross-Domain Few-Shot Object Detection: Methods and Results
by: Fu, Yuqian, et al.
Published: (2025)

AFANet: Adaptive Frequency-Aware Network for Weakly-Supervised Few-Shot Semantic Segmentation
by: Ma, Jiaqi, et al.
Published: (2024)

The Second Challenge on Cross-Domain Few-Shot Object Detection at NTIRE 2026: Methods and Results
by: Qiu, Xingyu, et al.
Published: (2026)

Long-range interactions in double heavy tetraquarks $\bar Q \bar Q qq$
by: Anwar, Muhammad Naeem
Published: (2025)