Cover Image

PA-Net: Precipitation-Adaptive Mixture-of-Experts for Long-Tail Rainfall Nowcasting

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xiao, Xinyu, Lei, Sen, Liu, Eryun, Xiang, Shiming, Li, Hao, Yuan, Cheng, Qi, Yuan, Jin, Qizhao
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MeTok: An Efficient Meteorological Tokenization with Hyper-Aligned Group Learning for Precipitation Nowcasting
by: Jin, Qizhao, et al.
Published: (2026)

SimCast: Enhancing Precipitation Nowcasting with Short-to-Long Term Knowledge Distillation
by: Yin, Yifang, et al.
Published: (2025)

Extreme Weather Nowcasting via Local Precipitation Pattern Prediction
by: Song, Changhoon, et al.
Published: (2026)

M3R: Localized Rainfall Nowcasting with Meteorology-Informed MultiModal Attention
by: Panta, Sanjeev, et al.
Published: (2026)

Probabilistic Precipitation Nowcasting with Rectified Flow Transformers
by: Schusterbauer, Johannes, et al.
Published: (2026)

A Space-Time Transformer for Precipitation Nowcasting
by: Harris, Levi, et al.
Published: (2025)

IFTR: An Instance-Level Fusion Transformer for Visual Collaborative Perception
by: Wang, Shaohong, et al.
Published: (2024)

Long-Tailed Distribution-Aware Router For Mixture-of-Experts in Large Vision-Language Model
by: Cai, Chaoxiang, et al.
Published: (2025)

DuoCast: Duo-Probabilistic Diffusion for Precipitation Nowcasting
by: Wen, Penghui, et al.
Published: (2024)

MambaRain: Multi-Scale Mamba-Attention Framework for 0-3 Hour Precipitation Nowcasting
by: Shi, Chunlei, et al.
Published: (2026)

Multi-Source Temporal Attention Network for Precipitation Nowcasting
by: Sarabia, Rafael Pablos, et al.
Published: (2024)

CBDES MoE: Hierarchically Decoupled Mixture-of-Experts for Functional Modules in Autonomous Driving
by: Xiang, Qi, et al.
Published: (2025)

CARE: Class-Adaptive Expert Consensus for Reliable Learning with Long-Tailed Noisy Labels
by: Li, Mengke, et al.
Published: (2026)

PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling
by: Gong, Junchao, et al.
Published: (2024)

Mixture of Balanced Information Bottlenecks for Long-Tailed Visual Recognition
by: Lan, Yifan, et al.
Published: (2025)

Data-driven Precipitation Nowcasting Using Satellite Imagery
by: Park, Young-Jae, et al.
Published: (2024)

DINOv3 as a Frozen Encoder for CRPS-Oriented Probabilistic Rainfall Nowcasting
by: Filho, Luciano Araujo Dourado, et al.
Published: (2025)

Precipitation Nowcasting Using Diffusion Transformer with Causal Attention
by: Li, ChaoRong, et al.
Published: (2024)

LangPrecip: Language-Aware Multimodal Precipitation Nowcasting
by: Ling, Xudong, et al.
Published: (2025)

DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting
by: Yu, Demin, et al.
Published: (2023)

Learning from Neighbors: Category Extrapolation for Long-Tail Learning
by: Zhao, Shizhen, et al.
Published: (2024)

DIME-Net: A Dual-Illumination Adaptive Enhancement Network Based on Retinex and Mixture-of-Experts
by: Wang, Ziang, et al.
Published: (2025)

MeteorPred: A Meteorological Multimodal Large Model and Dataset for Severe Weather Event Prediction
by: Tang, Shuo, et al.
Published: (2025)

RainDiff: End-to-end Precipitation Nowcasting Via Token-wise Attention Diffusion
by: Nguyen, Thao, et al.
Published: (2025)

Axial-UNet: A Neural Weather Model for Precipitation Nowcasting
by: Mamtani, Sumit, et al.
Published: (2025)

STLDM: Spatio-Temporal Latent Diffusion Model for Precipitation Nowcasting
by: Foo, Shi Quan, et al.
Published: (2025)

Frequency-Adaptive Pan-Sharpening with Mixture of Experts
by: He, Xuanhua, et al.
Published: (2024)

MoASE++: Mixture of Activation Sparsity Experts with Domain-Adaptive On-policy Distillation for Continual Test Time Adaptation
by: Zhang, Ronyu, et al.
Published: (2026)

SkipcrossNets: Adaptive Skip-cross Fusion for Road Detection
by: Gong, Yan, et al.
Published: (2023)

Global Precipitation Nowcasting of Integrated Multi-satellitE Retrievals for GPM: A U-Net Convolutional LSTM Architecture
by: Rahimi, Reyhaneh, et al.
Published: (2023)

MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts
by: Meng, Runqi, et al.
Published: (2025)

Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting
by: Vatamany, Lorand, et al.
Published: (2024)

RayFusion: Ray Fusion Enhanced Collaborative Visual Perception
by: Wang, Shaohong, et al.
Published: (2025)

Adaptive Adapter Routing for Long-Tailed Class-Incremental Learning
by: Qi, Zhi-Hong, et al.
Published: (2024)

Long-Tailed Out-of-Distribution Detection: Prioritizing Attention to Tail
by: He, Yina, et al.
Published: (2024)

YOLO Meets Mixture-of-Experts: Adaptive Expert Routing for Robust Object Detection
by: Meiraz, Ori, et al.
Published: (2025)

SocialNav-MoE: A Mixture-of-Experts Vision Language Model for Socially Compliant Navigation with Reinforcement Fine-Tuning
by: Kawabata, Tomohito, et al.
Published: (2025)

Reviving Undersampling for Long-Tailed Learning
by: Yu, Hao, et al.
Published: (2024)

Long-Tailed Out-of-Distribution Detection via Normalized Outlier Distribution Adaptation
by: Miao, Wenjun, et al.
Published: (2024)

VMU-Diff: A Coarse-to-fine Multi-source Data Fusion Framework for Precipitation Nowcasting
by: Shi, Chunlei, et al.
Published: (2026)