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📊 AI Performance Profiling

Bottleneck Analysis, Memory Optimization, Throughput Measurement, Benchmarking

R-ConstraintBench: Evaluating LLMs on NP-Complete Scheduling
arxiv.org·2d
🔧Systems-level optimizations for LLM serving
NVIDIA Hardware Innovations and Open Source Contributions Are Shaping AI
developer.nvidia.com·2d
⚡Real-time AI Systems
Unplug and Play Language Models: Decomposing Experts in Language Models at Inference Time
arxiv.org·2d
🧠Large Language Models (LLMs)
Benchmarking Computer Science Survey Generation
arxiv.org·2d
🔍Retrieval-augmented generation
Understanding Data Influence with Differential Approximation
arxiv.org·3d
🧠Large Language Models (LLMs)
Dissecting Tool-Integrated Reasoning: An Empirical Study and Analysis
arxiv.org·2d
🧠Large Language Models (LLMs)
End-to-End Agentic RAG System Training for Traceable Diagnostic Reasoning
arxiv.org·2d
⚡Real-time AI Systems
Locality-aware Concept Bottleneck Model
arxiv.org·3d
🧠Large Language Models (LLMs)
Multiple Memory Systems for Enhancing the Long-term Memory of Agent
arxiv.org·2d
🤖Agents using LLMs
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services
arxiv.org·3d
⚙️AI Infrastructure Automation
DeepThink3D: Enhancing Large Language Models with Programmatic Reasoning in Complex 3D Situated Reasoning Tasks
arxiv.org·2d
🧠Large Language Models (LLMs)
Exact Shapley Attributions in Quadratic-time for FANOVA Gaussian Processes
arxiv.org·3d
🧠Large Language Models (LLMs)
Hydra: A 1.6B-Parameter State-Space Language Model with Sparse Attention, Mixture-of-Experts, and Memory
arxiv.org·2d
🧠Large Language Models (LLMs)
A Systematic Study of Deep Learning Models and xAI Methods for Region-of-Interest Detection in MRI Scans
arxiv.org·3d
⚙️AI Infrastructure Automation
Let's Use ChatGPT To Write Our Paper! Benchmarking LLMs To Write the Introduction of a Research Paper
arxiv.org·3d
🧠Large Language Models (LLMs)
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments
arxiv.org·3d
⚙️AI Infrastructure Automation
ContextualLVLM-Agent: A Holistic Framework for Multi-Turn Visually-Grounded Dialogue and Complex Instruction Following
arxiv.org·2d
🧠Large Language Models (LLMs)
Active Learning for Neurosymbolic Program Synthesis
arxiv.org·2d
🧠Large Language Models (LLMs)
A Multi-Resolution Benchmark Framework for Spatial Reasoning Assessment in Neural Networks
arxiv.org·5d
🧠Large Language Models (LLMs)
ATLAS: AI-Native Receiver Test-and-Measurement by Leveraging AI-Guided Search
arxiv.org·5d
⚙️AI Infrastructure Automation
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