Amit Ranjan Trivedi

University of Illinois Chicago, University of Illinois Urbana-Champaign

论文数

9

总引用数

73

H-Index

4

关于

暂无简介。

研究焦点

Computer science9 · 73 次引用
Artificial intelligence9 · 73 次引用
Machine learning5 · 55 次引用
Dropout (neural networks)2 · 45 次引用
Mathematics3 · 42 次引用
Inference1 · 32 次引用
Monte Carlo method1 · 32 次引用
Probabilistic logic1 · 32 次引用
Enhanced Data Rates for GSM Evolution5 · 23 次引用
Robot2 · 16 次引用
Pattern recognition (psychology)2 · 16 次引用
Robotics2 · 16 次引用

主要成就

4
H 指数
9
论文
73
总引用数
8
篇均引用
🏆 最高被引论文
MC-CIM: Compute-in-Memory With Monte-Carlo Dropouts for Bayesian Edge Intelligence
32 次引用 · 2022
📈 最高产年份: 2024 (4 论文)
🤝 主要合作者: 21
🏛 所属机构: University of Illinois Chicago, University of Illinois Urbana-Champaign

代表论文

  1. 1
    MC-CIM: Compute-in-Memory With Monte-Carlo Dropouts for Bayesian Edge Intelligence
    32 次引用 · 2022
  2. 2
    Lightweight, Uncertainty-Aware Conformalized Visual Odometry
    13 次引用 · 2023
  3. 3
    Mutual Information-calibrated Conformal Feature Fusion for Uncertainty-Aware Multimodal 3D Object Detection at the Edge
    9 次引用 · 2024
  4. 4
    STARNet: Sensor Trustworthiness and Anomaly Recognition via Lightweight Likelihood Regret for Robust Edge Autonomy
    7 次引用 · 2024
  5. 5
    Sense Less, Generate More: Pre-training LiDAR Perception with Masked Autoencoders for Ultra-Efficient 3D Sensing
    4 次引用 · 2024
  6. 6
    Navigating the Unknown: Uncertainty-Aware Compute-in-Memory Autonomy of Edge Robotics
    3 次引用 · 2024
  7. 7
    Intelligent Sensing-to-Action for Robust Autonomy at the Edge: Opportunities and Challenges
    2 次引用 · 2025
  8. 8
    STARNet: Sensor Trustworthiness and Anomaly Recognition via Approximated Likelihood Regret for Robust Edge Autonomy
    2 次引用 · 2023
  9. 9
    Uncertainty-Aware Deep Reinforcement Learning with Calibrated Quantile Regression and Evidential Learning
    1 次引用 · 2025

主要合作者

TTTheja Tulabandhula6 篇合著论文NDNastaran Darabi5 篇合著论文ACAlex C. Stutts4 篇合著论文STSina Tayebati4 篇合著论文SNSathya N. Ravi3 篇合著论文DJDinithi Jayasuriya3 篇合著论文DEDanilo Erricolo3 篇合著论文PSPriyesh Shukla2 篇合著论文DKDivake Kumar2 篇合著论文MMMohit Mittal1 篇合著论文KRKaushik Roy1 篇合著论文AKAdarsh Kumar Kosta1 篇合著论文SMSaibal Mukhopadhyay1 篇合著论文HKHemant Kumawat1 篇合著论文PPPriyadarshini Panda1 篇合著论文WGWilfred Gomes1 篇合著论文YVYeshwanth Venkatesha1 篇合著论文SSS. Sureshkumar1 篇合著论文NJNethmi Jayasinghe1 篇合著论文SSS. Senthilkumar1 篇合著论文
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