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Yanjie Pan

4 accepted papers

2026

Reasoning to Edit: Hypothetical Instruction-Based Image Editing with Visual Reasoning

ICML 2026poster

Instruction-based image editing (IIE) has advanced rapidly with the success of diffusion models. However, existing efforts primarily focus on simple and explicit instructions to execute editing operations such as adding, deleting, moving, or swapping objects. They struggle to handle more complex imp…

Cited by 0SourceScholar
2026

The devil is in the details: Enhancing Video Virtual Try-On via Keyframe-Driven Details Injection

CVPR 2026

Although diffusion transformer (DiT)-based video virtual try-on (VVT) has made significant progress in synthesizing realistic videos, existing methods still struggle to capture fine-grained garment dynamics and preserve background integrity across video frames. They also incur high computational cos

Cited by 0SourceScholar
2025

Distributed Cooperative Target Tracking and Active Sensing of Dual-AUV Based on Flank Array Sonar Detection

IROS 2025

When tracking underwater target, autonomous underwater vehicles (AUVs) need to estimate the target state based on the information detected by sensors and plan their own tracking paths accordingly to achieve active sensing of the target. When the sensor equipped on the AUV is a flank array sonar, the

Cited by 0SourceScholar
2025

UniCombine: Unified Multi-Conditional Combination with Diffusion Transformer

ICCV 2025poster

With the rapid development of diffusion models in image generation, the demand for more powerful and flexible controllable frameworks is increasing. Although existing methods can guide generation beyond text prompts, the challenge of effectively combining multiple conditional inputs while maintainin…