Tag: 3D MLLMs
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AI Beats Humans in Personalized Image Aesthetics Assessment
Discover how AI surpasses humans in personalized image aesthetics using LLM interviews and semantic feature extraction for accurate predictions.
TABALIGN: Enhanced Table Reasoning with Cell-Level Attention
Discover how TABALIGN improves AI table reasoning using cell-level attention and diffusion models for higher accuracy and efficiency.
Optimizing Prompting Policies for Multi-step Reasoning in LLMs
Discover how iterative distillation and RL improve prompting policies for multi-step reasoning and tool-use in black-box large language models.
Token-Efficient LLM Data Generation with Multi-Stage Rejection
Discover how Multi-Stage In-Flight Rejection reduces token waste in LLM synthetic data generation, boosting efficiency without extra training.
Bridging the Knowing-Doing Gap in LLM Tool Use
Explore how model-adaptive tool necessity reveals gaps in LLM tool use and strategies to improve their decision-making and tool integration.