Sina Tayebati
Scholar

Sina Tayebati

Google Scholar ID: GjfKPkUAAAAJ
University of Illinois at Chicago
Deep LearningGenerative AIComputer Vision
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Citations & Impact
All-time
Citations
58
 
H-index
4
 
i10-index
3
 
Publications
13
 
Co-authors
7
list available
Contact
No contact links provided.
Publications
11 items
TRIAGE: Type-Routed Interventions via Aleatoric-Epistemic Gated Estimation in Robotic Manipulation and Adaptive Perception -- Don't Treat All Uncertainty the Same
2026
Cited
0
TRACER: Trajectory Risk Aggregation for Critical Episodes in Agentic Reasoning
2026
Cited
0
Calibrated Decomposition of Aleatoric and Epistemic Uncertainty in Deep Features for Inference-Time Adaptation
2025
Cited
0
Learnable Conformal Prediction with Context-Aware Nonconformity Functions for Robotic Planning and Perception
2025
Cited
0
EigenTrack: Spectral Activation Feature Tracking for Hallucination and Out-of-Distribution Detection in LLMs and VLMs
2025
Cited
0
EigenShield: Causal Subspace Filtering via Random Matrix Theory for Adversarially Robust Vision-Language Models
2025
Cited
0
Beyond Confidence: Adaptive Abstention in Dual-Threshold Conformal Prediction for Autonomous System Perception
2025
Cited
0
Learning Conformal Abstention Policies for Adaptive Risk Management in Large Language and Vision-Language Models
2025
Cited
0
Resume (English only)
Co-authors
7 total
Amit Ranjan Trivedi
Amit Ranjan Trivedi
University of Illinois at Chicago
Nastaran Darabi
Nastaran Darabi
University of Illinois at Chicago
Theja Tulabandhula
Theja Tulabandhula
University of Illinois Chicago
Dinithi Jayasuriya
Dinithi Jayasuriya
University of Illinois Chicago
Divake Kumar
Divake Kumar
University of Illinois
Sathya N. Ravi
Sathya N. Ravi
Assistant Professor Of Computer Science at University of Illinois at Chicago
Ranganath Krishnan
Ranganath Krishnan
Research Scientist, Intel Labs