Scholar
Divake Kumar
Google Scholar ID: Ked3Uz0AAAAJ
University of Illinois
Machine Learning
Edge Robotics
VLSI Design
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Citations & Impact
All-time
Citations
30
H-index
3
i10-index
1
Publications
13
Co-authors
15
list available
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No contact links provided.
Publications
14 items
Uncertainty Quantification for Computer-Use Agents: A Benchmark across Vision-Language Models and GUI Grounding Datasets
2026
Cited
0
GroundControl: Anticipating Navigation Failures in Vision-Language Agents via Trajectory-Consistent Uncertainty Estimates
2026
Cited
0
VLM Judges Can Rank but Cannot Score: Task-Dependent Uncertainty in Multimodal Evaluation
2026
Cited
0
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
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Resume (English only)
Co-authors
15 total
Amit Ranjan Trivedi
University of Illinois at Chicago
Nastaran Darabi
University of Illinois at Chicago
Co-author 3
Priyesh Shukla
International Institute of Information Technology (IIIT), Hyderabad
Co-author 5
Co-author 6
Co-author 7
Co-author 8
