Alex C. Stutts

University of Illinois Chicago, University of Illinois Urbana-Champaign

Papers

4

Total Citations

26

H-Index

3

About

No biography available yet.

Research Focus

Computer science4 · 26 citations
Artificial intelligence4 · 26 citations
Robot2 · 16 citations
Robotics2 · 16 citations
Machine learning2 · 14 citations
Dropout (neural networks)1 · 13 citations
Ground truth1 · 13 citations
Pose1 · 13 citations
Mobile robot1 · 13 citations
Odometry1 · 13 citations
Uncertainty quantification1 · 13 citations
Visual odometry1 · 13 citations

Key Achievements

3
H-Index
4
Papers
26
Total Citations
7
Avg Citations/Paper
🏆 Most Cited Paper
Lightweight, Uncertainty-Aware Conformalized Visual Odometry
13 citations · 2023
📈 Most Prolific Year: 2024 (2 Papers)
🤝 Key Collaborators: 9
🏛 Institutions: University of Illinois Chicago, University of Illinois Urbana-Champaign

Top Papers

  1. 1
    Lightweight, Uncertainty-Aware Conformalized Visual Odometry
    13 citations · 2023
  2. 2
    Mutual Information-calibrated Conformal Feature Fusion for Uncertainty-Aware Multimodal 3D Object Detection at the Edge
    9 citations · 2024
  3. 3
    Navigating the Unknown: Uncertainty-Aware Compute-in-Memory Autonomy of Edge Robotics
    3 citations · 2024
  4. 4
    Uncertainty-Aware Deep Reinforcement Learning with Calibrated Quantile Regression and Evidential Learning
    1 citations · 2025

Key Collaborators

ARAmit Ranjan Trivedi4 shared papersDEDanilo Erricolo3 shared papersTTTheja Tulabandhula3 shared papersDKDivake Kumar1 shared papersMMMohit Mittal1 shared papersSNSathya N. Ravi1 shared papersDJDinithi Jayasuriya1 shared papersNDNastaran Darabi1 shared papersPSPriyesh Shukla1 shared papers
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