Divake Kumar
Scholar

Divake Kumar

Google Scholar ID: Ked3Uz0AAAAJ
University of Illinois
Machine LearningEdge RoboticsVLSI Design
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Citations & Impact
All-time
Citations
30
 
H-index
3
 
i10-index
1
 
Publications
13
 
Co-authors
15
list available
Contact
No contact links provided.
Publications
11 items
Belief Dynamics for Detecting Behavioral Shifts in Safe Collaborative Manipulation
2026
Cited
0
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
Uncertainty-Guided Inference-Time Depth Adaptation for Transformer-Based Visual Tracking
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
Causal-Guided Dimension Reduction for Efficient Pareto Optimization
2025
Cited
0
Learnable Conformal Prediction with Context-Aware Nonconformity Functions for Robotic Planning and Perception
2025
Cited
0
Beyond Confidence: Adaptive Abstention in Dual-Threshold Conformal Prediction for Autonomous System Perception
2025
Cited
0
Resume (English only)
Co-authors
15 total
Amit Ranjan Trivedi
Amit Ranjan Trivedi
University of Illinois at Chicago
Nastaran Darabi
Nastaran Darabi
University of Illinois at Chicago
Co-author 3
Co-author 3
Priyesh Shukla
Priyesh Shukla
International Institute of Information Technology (IIIT), Hyderabad
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Co-author 7
Co-author 7
Co-author 8
Co-author 8