Author

Peng Wang

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Jul 2026

RadSight: Towards Perceptually Reliable Multimodal Radiology Image Understanding

RadSight is proposed, a perception-driven MLLM built upon a dual 2D/3D encoder architecture that preserves native imaging spatial structures that achieves consistent improvements on public 2D and 3D medical benchmarks, further demonstrating that robust low-level visual perception is a critical foundation for reliable clinical understanding.

Jianqi Liu, Weiwei Cao, Wanxing Chang et al. · arXiv.org · 0 citations

Jul 2026

Physics-Guided Generative AI for Property-Targeted 3D Porous Media Design

A physics-guided generative AI framework for property-targeted porous media design, combining a property-aware variational autoencoder, a conditional latent diffusion model, and an independently trained differentiable structure-to-property surrogate is proposed.

Peng Wang · arXiv.org · 0 citations