…centric systems to scientific foundation models by integrating domain-specific models with language-based reasoning interfaces for improved performance across diverse scientific domains. AI-generated summary Agentic large language model systems have…
…Ruowen Zhao , , Zuyan Liu , , , , , , Xumin Yu , , , Abstract GEM is a vision-language model that integrates depth map generation during pre-training to improve embodied intelligence and physical operation capabilities in robotics. AI…
…While linear-time causal models and discrete diffusion models each address these weaknesses, their integration remains inherently inconsistent: diffusion requires bidirectional attention , while causal models are unidirectional. To unify these architectures, we…
…We integrate HMM into a Transformer-based language decoder to form Mela, a family of memory-augmented language models that perform online memory consolidation at test time. To further exploit the multi…
…Beyond improving the efficiency of FEA for solid mechanics problems and lowering the barrier to computational mechanics education, Abaqus Agent advances the human-simulation interaction paradigm and enables integration with AI-empowered…
…represents a multidisciplinary field integrating auditory and visual modalities through large foundation models, encompassing tasks from understanding and generation to interaction, with unified taxonomies and methodological foundations. AI-generated summary Audio-Visual…
…Keep it up! Great insights on Inference Providers on the Hub! The seamless integration of fal, Replicate, Sambanova, and Together AI into Hugging Face’s ecosystem makes serverless inference more accessible than…
…Xinyu Lu , , , , , , , , , , Abstract The Meta-Agent Challenge evaluates AI models' ability to autonomously develop agent systems through iterative programming within constrained environments, revealing significant gaps in current models' self-improvement capabilities. Generated…
…AI-generated summary Tool-integrated reasoning (TIR) has emerged as a dominant paradigm for mathematical problem solving in language models , combining natural language (NL) reasoning with code execution . However, this interleaved setup…
…challenges in sustained coordination and error propagation, requiring integrated approaches that enable continuous diagnosis, reorganization, and behavioral refinement across structured collaboration stages. AI-generated summary LLM-based autonomous agents have demonstrated strong…