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⚡ Real-time AI Systems

Stream Processing, Low Latency, Event Processing, Online Learning

ROVER: Recursive Reasoning Over Videos with Vision-Language Models for Embodied Tasks
arxiv.org·18h
🧠Large Language Models (LLMs)
Augmented Reinforcement Learning Framework For Enhancing Decision-Making In Machine Learning Models Using External Agents
arxiv.org·18h
🤖Agents using LLMs
Transportation Cyber Incident Awareness through Generative AI-Based Incident Analysis and Retrieval-Augmented Question-Answering Systems
arxiv.org·18h
🧠Large Language Models (LLMs)
Relation-Aware LNN-Transformer for Intersection-Centric Next-Step Prediction
arxiv.org·18h
🧠Large Language Models (LLMs)
AI-Generated Text is Non-Stationary: Detection via Temporal Tomography
arxiv.org·18h
🧠Large Language Models (LLMs)
Optimal Scheduling Algorithms for LLM Inference: Theory and Practice
arxiv.org·18h
🔧Systems-level optimizations for LLM serving
L3M+P: Lifelong Planning with Large Language Models
arxiv.org·18h
🧠Large Language Models (LLMs)
AI-Educational Development Loop (AI-EDL): A Conceptual Framework to Bridge AI Capabilities with Classical Educational Theories
arxiv.org·18h
🧠Large Language Models (LLMs)
HALO: Human Preference Aligned Offline Reward Learning for Robot Navigation
arxiv.org·18h
🔍Retrieval-augmented generation
Filtering with Self-Attention and Storing with MLP: One-Layer Transformers Can Provably Acquire and Extract Knowledge
arxiv.org·18h
🧠Large Language Models (LLMs)
Gearshift Fellowship: A Next-Generation Neurocomputational Game Platform to Model and Train Human-AI Adaptability
arxiv.org·18h
🔍Retrieval-augmented generation
Learning to Perform Low-Contact Autonomous Nasotracheal Intubation by Recurrent Action-Confidence Chunking with Transformer
arxiv.org·18h
⚙️AI Infrastructure Automation
PilotRL: Training Language Model Agents via Global Planning-Guided Progressive Reinforcement Learning
arxiv.org·1d
🧠Large Language Models (LLMs)
MARS: A Meta-Adaptive Reinforcement Learning Framework for Risk-Aware Multi-Agent Portfolio Management
arxiv.org·18h
🤖Agents using LLMs
Prompting Large Language Models to Detect Dementia Family Caregivers
arxiv.org·18h
🧠Large Language Models (LLMs)
Harnessing Textual Semantic Priors for Knowledge Transfer and Refinement in CLIP-Driven Continual Learning
arxiv.org·18h
🧠Large Language Models (LLMs)
AI-Driven Cybersecurity Threat Detection: Building Resilient Defense Systems Using Predictive Analytics
arxiv.org·18h
📊AI Performance Profiling
Analyze-Prompt-Reason: A Collaborative Agent-Based Framework for Multi-Image Vision-Language Reasoning
arxiv.org·1d
🤖Agents using LLMs
Lightweight Backbone Networks Only Require Adaptive Lightweight Self-Attention Mechanisms
arxiv.org·18h
⚙️AI Infrastructure Automation
Trainable Dynamic Mask Sparse Attention
arxiv.org·18h
🧠Large Language Models (LLMs)
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