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📊 AI Performance Profiling

Bottleneck Analysis, Memory Optimization, Throughput Measurement, Benchmarking

RePaCA: Leveraging Reasoning Large Language Models for Static Automated Patch Correctness Assessment
arxiv.org·3d
⚙️AI Infrastructure Automation
Load Balancing for AI Training Workloads
arxiv.org·4d
⚙️AI Infrastructure Automation
Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting
arxiv.org·2d
🧠Large Language Models (LLMs)
Systolic Array-based Accelerator for State-Space Models
arxiv.org·4d
⚡Real-time AI Systems
Using Scaling Laws for Data Source Utility Estimation in Domain-Specific Pre-Training
arxiv.org·3d
🧠Large Language Models (LLMs)
Explainability Through Systematicity: The Hard Systematicity Challenge for Artificial Intelligence
arxiv.org·3d
⚙️AI Infrastructure Automation
LLM-Crowdsourced: A Benchmark-Free Paradigm for Mutual Evaluation of Large Language Models
arxiv.org·3d
🧠Large Language Models (LLMs)
Data Leakage and Redundancy in the LIT-PCBA Benchmark
arxiv.org·4d
🔧Systems-level optimizations for LLM serving
Causal Identification of Sufficient, Contrastive and Complete Feature Sets in Image Classification
arxiv.org·2d
🧠Large Language Models (LLMs)
AI paradigm for solving differential equations: first-principles data generation and scale-dilation operator AI solver
arxiv.org·2d
✨Model optimizations in LLMs
Discrete Tokenization for Multimodal LLMs: A Comprehensive Survey
arxiv.org·2d
🧠Large Language Models (LLMs)
Enabling Few-Shot Alzheimer's Disease Diagnosis on Tabular Biomarker Data with LLMs
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)
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)
Spec-VLA: Speculative Decoding for Vision-Language-Action Models with Relaxed Acceptance
arxiv.org·3d
🧠Large Language Models (LLMs)
Tropical solution of discrete best approximation problems
arxiv.org·3d
✨Model optimizations in LLMs
Invisible Architectures of Thought: Toward a New Science of AI as Cognitive Infrastructure
arxiv.org·2d
⚙️AI Infrastructure Automation
SketchMind: A Multi-Agent Cognitive Framework for Assessing Student-Drawn Scientific Sketches
arxiv.org·2d
🔍Retrieval-augmented generation
A Compute-Matched Re-Evaluation of TroVE on MATH
arxiv.org·3d
💬Prompt optimizations for LLM serving
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