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Research#LLM🔬 ResearchAnalyzed: Jan 10, 2026 09:31

Differentiable Cognitive Steering for Human-Object Interaction Detection Using Multi-modal LLMs

Published:Dec 19, 2025 14:41
1 min read
ArXiv

Analysis

This research explores a novel approach to human-object interaction detection by leveraging the capabilities of multi-modal large language models (LLMs). The use of differentiable cognitive steering is a potentially significant innovation in guiding LLMs for this complex task.
Reference

“The research is sourced from ArXiv, indicating peer review might still be pending.”

PermalinkArXiv
Research#XAI🔬 ResearchAnalyzed: Jan 10, 2026 12:43

SSplain: Novel AI Explainer for Prematurity-Related Eye Disease Diagnosis

Published:Dec 8, 2025 21:00
1 min read
ArXiv

Analysis

This research introduces SSplain, a new explainable AI (XAI) method designed to improve the interpretability of AI models diagnosing Retinopathy of Prematurity (ROP). The focus on explainability is crucial for building trust and facilitating clinical adoption of AI in healthcare.
Reference

“SSplain is a Sparse and Smooth Explainer designed for Retinopathy of Prematurity classification.”

PermalinkArXiv