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Jiancheng Pan

3 accepted papers

2026

Deploying Atmospheric and Oceanic AI Models on Chinese Hardware and Framework: Migration Strategies, Performance Optimization and Analysis

AAAI 2026technical

With the growing role of artificial intelligence in climate and weather research, efficient model training and inference are in high demand. Current models like FourCastNet and AI-GOMS depend heavily on GPUs, limiting hardware independence, especially for Chinese domestic hardware and frameworks. To

Cited by 0SourcePDFScholar
2026

V^2-SAM: Marrying SAM2 with Multi-Prompt Experts for Cross-View Object Correspondence

CVPR 2026

Cross-view object correspondence, exemplified by the representative task of ego-exo object correspondence, aims to establish consistent associations of the same object across different viewpoints (e.g., ego-centric and exo-centric). This task poses significant challenges due to drastic viewpoint and

Cited by 0SourcecodeScholar
2025

Locate Anything on Earth: Advancing Open-Vocabulary Object Detection for Remote Sensing Community

AAAI 2025technical

Object detection, particularly open-vocabulary object detection, plays a crucial role in Earth sciences, such as environmental monitoring, natural disaster assessment, and land-use planning. However, existing open-vocabulary detectors, primarily trained on natural-world images, struggle to generaliz…