Ai Optimization

Agentic Reasoning for Robust Vision Systems via Increased Test-Time Compute

A training-free agentic reasoning framework achieving 40% accuracy gains on visual reasoning benchmarks through increased test-time compute.

Jan 15, 2025

On Accelerating Edge AI: Optimizing Resource-Constrained Environments

A comprehensive survey on accelerating deep learning for edge AI deployment.

Jan 1, 2025

Constrained Edge AI Deployment: Fine-Tuning vs Distillation for LLM Compression

Comparing fine-tuning vs distillation for LLM compression in edge AI deployment.

Jan 1, 2025

Enhancing Resilience in Mobile Edge Computing Under Processing Uncertainty

Mar 1, 2023

On uncertainty and robustness in large-scale intelligent data fusion systems

Jan 1, 2020