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🌐 Distributed LLM Systems

Load Balancing, Cluster Management, Fault Tolerance, Scaling Strategies

InfoCausalQA:Can Models Perform Non-explicit Causal Reasoning Based on Infographic?
arxiv.org·1d
🧠Large Language Models (LLMs)
Improve Retinal Artery/Vein Classification via Channel Couplin
arxiv.org·5d
🔢Quantization of LLMs
PKSS-Align: Robust Point Cloud Registration on Pre-Kendall Shape Space
arxiv.org·5d
🔢Quantization of LLMs
Uncertainty-aware Accurate Elevation Modeling for Off-road Navigation via Neural Processes
arxiv.org·5d
✨Model optimizations in LLMs
REINA: Regularized Entropy Information-Based Loss for Efficient Simultaneous Speech Translation
arxiv.org·4d
🧠Large Language Models (LLMs)
Building Effective Safety Guardrails in AI Education Tools
arxiv.org·4d
⚙️AI Infrastructure Automation
Overcoming the Loss Conditioning Bottleneck in Optimization-Based PDE Solvers: A Novel Well-Conditioned Loss Function
arxiv.org·6d
✨Model optimizations in LLMs
DiffCap: Diffusion-based Real-time Human Motion Capture using Sparse IMUs and a Monocular Camera
arxiv.org·1d
⚡Real-time AI Systems
DTPA: Dynamic Token-level Prefix Augmentation for Controllable Text Generation
arxiv.org·5d
🧠Large Language Models (LLMs)
The Emotional Baby Is Truly Deadly: Does your Multimodal Large Reasoning Model Have Emotional Flattery towards Humans?
arxiv.org·5d
🔍Retrieval-augmented generation
Streamlining Admission with LOR Insights: AI-Based Leadership Assessment in Online Master's Program
arxiv.org·4d
🧠Large Language Models (LLMs)
Breaking New Ground in Software Defect Prediction: Introducing Practical and Actionable Metrics with Superior Predictive Power for Enhanced Decision-Making
arxiv.org·5d
📊AI Performance Profiling
AQUAH: Automatic Quantification and Unified Agent in Hydrology
arxiv.org·6d
⚙️AI Infrastructure Automation
MambaEviScrib: Mamba and Evidence-Guided Consistency Enhance CNN Robustness for Scribble-Based Weakly Supervised Ultrasound Image Segmentation
arxiv.org·1d
🔍Retrieval-augmented generation
Beyond Brainstorming: What Drives High-Quality Scientific Ideas? Lessons from Multi-Agent Collaboration
arxiv.org·5d
📊AI Performance Profiling
Energy-Efficient Hybrid Beamfocusing for Near-Field Integrated Sensing and Communication
arxiv.org·5d
🔧Systems-level optimizations for LLM serving
FedGIN: Federated Learning with Dynamic Global Intensity Non-linear Augmentation for Organ Segmentation using Multi-modal Images
arxiv.org·4d
🧠Large Language Models (LLMs)
A virtual sensor fusion approach for state of charge estimation of lithium-ion cells
arxiv.org·5d
⚡Real-time AI Systems
Automated Generation of Curriculum-Aligned Multiple-Choice Questions for Malaysian Secondary Mathematics Using Generative AI
arxiv.org·5d
🔍Retrieval-augmented generation
Towards Robust Evaluation of Visual Activity Recognition: Resolving Verb Ambiguity with Sense Clustering
arxiv.org·4d
🧠Large Language Models (LLMs)
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