Enabling Few-Shot Alzheimer's Disease Diagnosis on Tabular Biomarker Data with LLMs
arxiv.org·2d
🧠Large Language Models (LLMs)
Mitigating Resolution-Drift in Federated Learning: Case of Keypoint Detection
arxiv.org·2d
🧠Large Language Models (LLMs)
Progressive Homeostatic and Plastic Prompt Tuning for Audio-Visual Multi-Task Incremental Learning
arxiv.org·4d
🔍Retrieval-augmented generation
Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach
arxiv.org·3d
🤖Agents using LLMs
TriangleMix: A Lossless and Efficient Attention Pattern for Long Context Prefilling
arxiv.org·4d
🧠Large Language Models (LLMs)
FairReason: Balancing Reasoning and Social Bias in MLLMs
arxiv.org·2d
🧠Large Language Models (LLMs)
Knowledge Is More Than Performance: How Knowledge Diversity Drives Human-Human and Human-AI Interaction Synergy and Reveals Pure-AI Interaction Shortfalls
arxiv.org·2d
🧠Large Language Models (LLMs)
Interpretable Anomaly-Based DDoS Detection in AI-RAN with XAI and LLMs
arxiv.org·4d
🧠Large Language Models (LLMs)
RL from Teacher-Model Refinement: Gradual Imitation Learning for Machine Translation
arxiv.org·3d
🧠Large Language Models (LLMs)
Good Learners Think Their Thinking: Generative PRM Makes Large Reasoning Model More Efficient Math Learner
arxiv.org·2d
🧠Large Language Models (LLMs)
Efficacy of AI RAG Tools for Complex Information Extraction and Data Annotation Tasks: A Case Study Using Banks Public Disclosures
arxiv.org·4d
🧠Large Language Models (LLMs)
An LLM Driven Agent Framework for Automated Infrared Spectral Multi Task Reasoning
arxiv.org·4d
🧠Large Language Models (LLMs)
MemTool: Optimizing Short-Term Memory Management for Dynamic Tool Calling in LLM Agent Multi-Turn Conversations
arxiv.org·4d
🤖Agents using LLMs
LENS: Learning Ensemble Confidence from Neural States for Multi-LLM Answer Integration
arxiv.org·2d
🧠Large Language Models (LLMs)
Oranits: Mission Assignment and Task Offloading in Open RAN-based ITS using Metaheuristic and Deep Reinforcement Learning
arxiv.org·5d
⚙️AI Infrastructure Automation
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs
arxiv.org·3d
⚙️AI Infrastructure Automation
Uncovering the Fragility of Trustworthy LLMs through Chinese Textual Ambiguity
arxiv.org·2d
🧠Large Language Models (LLMs)
Invisible Architectures of Thought: Toward a New Science of AI as Cognitive Infrastructure
arxiv.org·2d
⚙️AI Infrastructure Automation
Tensor-based reduction of linear parameter-varying state-space models
arxiv.org·2d
✨Model optimizations in LLMs
Multi-Hazard Early Warning Systems for Agriculture with Featural-Temporal Explanations
arxiv.org·2d
🧠Large Language Models (LLMs)