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Qiang Ma

5 accepted papers

2026

Prototype-Driven Active Domain Adaptation with Density Consideration

AAAI 2026technical

Active domain adaptation (ADA) aims to select a small set of target samples for annotation and use them for training to maximally boost the adaptation performance. However, most existing ADA methods only rely on the original output of the model, without considering the relationship between the sourc

Cited by 0SourcePDFScholar
2025

XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery?

CVPR 2025highlight

The astonishing breakthrough of multimodal large language models (MLLMs) has necessitated new benchmarks to quantitatively assess their capabilities, reveal their limitations, and indicate future research directions. However, this is challenging in the context of remote sensing (RS), since the image…

2024

ZoLA: Zero-Shot Creative Long Animation Generation with Short Video Model

ECCV 2024oral

"Although video generation has made great progress in capacity and controllability and is gaining increasing attention, currently available video generation models still make minimal progress in the video length they can generate. Due to the lack of well-annotated long video data, high training/infe…

2020

HPRNN: A Hierarchical Sequence Prediction Model for Long-Term Weather Radar Echo Extrapolation

ICASSP 2020accepted

Weather radar echo extrapolation has been one of the most important means for weather forecasting and precipitation nowcasting. However, the effective forecasting time of the most current extrapolation methods is usually short. In this paper, to meet the demand for long-term extrapolation in actual…

Cited by 0SourceScholar