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BIGAI, Dalian University of Technology
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Mamba, typically used for sequence modeling, now powers state-of-the-art cancer survival risk prediction by fusing histological data with AI-generated protein features, outperforming existing methods.
Forget training separate models for each video generation condition – Video2LoRA lets you control video semantics with a single, lightweight (150MB) model.
Stop struggling with SQL dialects: Dial offers a knowledge-grounded approach that boosts NL2SQL accuracy by 10% and feature coverage by 15% across diverse database systems.
Forget hand-crafted reward functions: MVR uses multi-view video and a frozen VLM to automatically shape RL rewards, teaching agents complex motions without getting stuck on static poses.
By mimicking how pathologists dynamically integrate global and cellular evidence across multiple magnifications, MMNavAgent significantly boosts WSI diagnostic performance.
