Cover Image

CRA5: Extreme Compression of ERA5 for Portable Global Climate and Weather Research via an Efficient Variational Transformer

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Han, Tao, Chen, Zhenghao, Guo, Song, Xu, Wanghan, Bai, Lei
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Benchmarking Physics-Informed Time-Series Models for Operational Global Station Weather Forecasting
by: Han, Tao, et al.
Published: (2024)

EMFormer: Efficient Multi-Scale Transformer for Accumulative Context Weather Forecasting
by: Chen, Hao, et al.
Published: (2026)

InfGen: A Resolution-Agnostic Paradigm for Scalable Image Synthesis
by: Han, Tao, et al.
Published: (2025)

ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast
by: Xu, Wanghan, et al.
Published: (2024)

An Efficient Adaptive Compression Method for Human Perception and Machine Vision Tasks
by: Liu, Lei, et al.
Published: (2025)

Omni-Weather: A Unified Multimodal Model for Weather Radar Understanding and Generation
by: Zhou, Zhiwang, et al.
Published: (2025)

Transforming Weather Data from Pixel to Latent Space
by: Zhao, Sijie, et al.
Published: (2025)

3D Gaussian Splatting Data Compression with Mixture of Priors
by: Liu, Lei, et al.
Published: (2025)

CRA-PCN: Point Cloud Completion with Intra- and Inter-level Cross-Resolution Transformers
by: Rong, Yi, et al.
Published: (2024)

SynWeather: Weather Observation Data Synthesis across Multiple Regions and Variables via a General Diffusion Transformer
by: Xu, Kaiyi, et al.
Published: (2025)

Generative 3D Gaussian Splatting for Arbitrary-ResolutionAtmospheric Downscaling and Forecasting
by: Han, Tao, et al.
Published: (2026)

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

From Pen to Pixel: Translating Hand-Drawn Plots into Graphical APIs via a Novel Benchmark and Efficient Adapter
by: Xu, Zhenghao, et al.
Published: (2026)

MRT: Learning Compact Representations with Mixed RWKV-Transformer for Extreme Image Compression
by: Liu, Han, et al.
Published: (2025)

HEMGS: A Hybrid Entropy Model for 3D Gaussian Splatting Data Compression
by: Liu, Lei, et al.
Published: (2024)

Extreme Video Compression with Pre-trained Diffusion Models
by: Li, Bohan, et al.
Published: (2024)

XStreamVGGT: Extremely Memory-Efficient Streaming Vision Geometry Grounded Transformer with KV Cache Compression
by: Su, Zunhai, et al.
Published: (2026)

XStreamVGGT: Extremely Memory-Efficient Streaming Vision Geometry Grounded Transformer with KV Cache Compression
by: Su, Zunhai, et al.
Published: (2026)

MesonGS: Post-training Compression of 3D Gaussians via Efficient Attribute Transformation
by: Xie, Shuzhao, et al.
Published: (2024)

Variational Feature Compression for Model-Specific Representations
by: Guo, Zinan, et al.
Published: (2026)

TinySAM 2: Extreme Memory Compression for Efficient Track Anything Model
by: Ding, Zhaoyuan, et al.
Published: (2026)

Advancing Data-driven Weather Forecasting: Time-Sliding Data Augmentation of ERA5
by: Cheon, Minjong, et al.
Published: (2024)

A Survey on Transformer Compression
by: Tang, Yehui, et al.
Published: (2024)

VisCRA: A Visual Chain Reasoning Attack for Jailbreaking Multimodal Large Language Models
by: Sima, Bingrui, et al.
Published: (2025)

On-Device Diffusion Transformer Policy for Efficient Robot Manipulation
by: Wu, Yiming, et al.
Published: (2025)

Neural Stereo Video Compression with Hybrid Disparity Compensation
by: Jiang, Shiyin, et al.
Published: (2025)

On the Road to Portability: Compressing End-to-End Motion Planner for Autonomous Driving
by: Feng, Kaituo, et al.
Published: (2024)

Breaking the Compression Ceiling: Data-Free Pipeline for Ultra-Efficient Delta Compression
by: Wang, Xiaohui, et al.
Published: (2025)

General Compression Framework for Efficient Transformer Object Tracking
by: Hong, Lingyi, et al.
Published: (2024)

Towards Point Cloud Compression for Machine Perception: A Simple and Strong Baseline by Learning the Octree Depth Level Predictor
by: Liu, Lei, et al.
Published: (2024)

Efficient Token Compression for Vision Transformer with Spatial Information Preserved
by: Mao, Junzhu, et al.
Published: (2025)

AWM-Fuse: Multi-Modality Image Fusion for Adverse Weather via Global and Local Text Perception
by: Li, Xilai, et al.
Published: (2025)

Hyperspectral Image Classification via Efficient Global Spectral Supertoken Clustering
by: Liu, Peifu, et al.
Published: (2026)

FlashVGGT: Efficient and Scalable Visual Geometry Transformers with Compressed Descriptor Attention
by: Wang, Zipeng, et al.
Published: (2025)

Differentiable Vector Quantization for Rate-Distortion Optimization of Generative Image Compression
by: Jiang, Shiyin, et al.
Published: (2026)

PointTransformerX: Portable and Efficient 3D Point Cloud Processing without Sparse Algorithms
by: Reichardt, Laurenz, et al.
Published: (2026)

MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging
by: Pan, Zhenghao, et al.
Published: (2024)

SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer
by: Xie, Enze, et al.
Published: (2025)

Restoring Images in Adverse Weather Conditions via Histogram Transformer
by: Sun, Shangquan, et al.
Published: (2024)

WeatherRemover: All-in-one Adverse Weather Removal with Multi-scale Feature Map Compression
by: Qu, Weikai, et al.
Published: (2026)