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Xinpeng Zhou

4 accepted papers

2026

FUSAR-GPT: A Spatiotemporal Feature-Embedded and Two-Stage Decoupled Visual Language Model for SAR Imagery

CVPR 2026

Research on the intelligent interpretation of all-weather, all-time Synthetic Aperture Radar (SAR) is crucial for advancing remote sensing applications. In recent years, although Visual Language Models (VLMs) have demonstrated strong open-world understanding capabilities on RGB images, their perform

Cited by 0SourceScholar
2026

PreferThinker: Reasoning-based Personalized Image Preference Assessment

ICLR 2026poster

Personalized image preference assessment aims to evaluate an individual user's image preferences by relying only on a small set of reference images as prior information. Existing methods mainly focus on general preference assessment, training models with large-scale data to tackle well-defined task…

Cited by 0SourceScholar
2026

Premier: Personalized Preference Modulation with Learnable User Embedding in Text-to-Image Generation

CVPR 2026

Text-to-image generation has advanced rapidly, yet it still struggles to capture the nuanced user preferences. Existing approaches typically rely on multimodal large language models to infer user preferences, but the derived prompts or latent codes rarely reflect them faithfully, leading to suboptim

Cited by 0SourceScholar
2025

FramePainter: Endowing Interactive Image Editing with Video Diffusion Priors

ICCV 2025poster

Interactive image editing allows users to modify images through visual interaction operations such as drawing, clicking, and dragging. Existing methods construct such supervision signals from videos, as they capture how objects change with various physical interactions. However, these models are usu…