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ELSA3D outperforms existing unified 3D models by halving computational costs while enhancing cross-modal reasoning precision.
CogniRoute outperforms existing models by over 15 percentage points in social video QA, revealing the critical role of cognitive schema in multimodal reasoning.
Text-to-3D generation gets a semantic upgrade: DreamPartGen creates 3D objects with parts that not only look right but also understand their relationships and align with textual descriptions.
LLM-based recommender systems can trigger users' personal trauma, phobias, or self-harm history, but a new framework cuts these safety violations by 96.5% while maintaining recommendation quality.
