Divake Kumar - RankMe

19 papers A* 1A 2Misc 2Journal 12Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	TRACER: Trajectory Risk Aggregation for Critical Episodes in Agentic Reasoning. CoRR Sina Tayebati, Divake Kumar, Nastaran Darabi, Davide Ettori, Ranganath Krishnan, Amit Ranjan Trivedi
2026	J	`jnl`	TRIAGE: Type-Routed Interventions via Aleatoric-Epistemic Gated Estimation in Robotic Manipulation and Adaptive Perception - Don't Treat All Uncertainty the Same. CoRR Divake Kumar, Sina Tayebati, Devashri Naik, Patrick Poggi, Amanda Sofie Rios, Nilesh Ahuja, Amit Ranjan Trivedi
2026	J	`jnl`	Uncertainty-Guided Inference-Time Depth Adaptation for Transformer-Based Visual Tracking. CoRR Patrick Poggi, Divake Kumar, Theja Tulabandhula, Amit Ranjan Trivedi
2025	J	`jnl`	Beyond Confidence: Adaptive Abstention in Dual-Threshold Conformal Prediction for Autonomous System Perception. CoRR Divake Kumar, Nastaran Darabi, Sina Tayebati, Amit Ranjan Trivedi
2025	J	`jnl`	Calibrated Decomposition of Aleatoric and Epistemic Uncertainty in Deep Features for Inference-Time Adaptation. CoRR Divake Kumar, Patrick Poggi, Sina Tayebati, Devashri Naik, Nilesh Ahuja, Amit Ranjan Trivedi
2025	J	`jnl`	Causal-Guided Dimension Reduction for Efficient Pareto Optimization. CoRR Dinithi Jayasuriya, Divake Kumar, Sureshkumar Senthilkumar, Devashri Naik, Nastaran Darabi, Amit Ranjan Trivedi
2025	J	`jnl`	INTACT: Inducing Noise Tolerance through Adversarial Curriculum Training for LiDAR-based Safety-Critical Perception and Autonomy. CoRR Nastaran Darabi, Divake Kumar, Sina Tayebati, Amit Ranjan Trivedi
2025	A	`conf`	Intelligent Sensing-to-Action for Robust Autonomy at the Edge: Opportunities and Challenges. DATE Amit Ranjan Trivedi, Sina Tayebati, Hemant Kumawat, Nastaran Darabi, Divake Kumar, Adarsh Kumar Kosta, Yeshwanth Venkatesha, Dinithi Jayasuriya, Nethmi Jayasinghe, Priyadarshini Panda, Saibal Mukhopadhyay, Kaushik Roy
2025	J	`jnl`	Intelligent Sensing-to-Action for Robust Autonomy at the Edge: Opportunities and Challenges. CoRR Amit Ranjan Trivedi, Sina Tayebati, Hemant Kumawat, Nastaran Darabi, Divake Kumar, Adarsh Kumar Kosta, Yeshwanth Venkatesha, Dinithi Jayasuriya, Nethmi Jayasinghe, Priyadarshini Panda, Saibal Mukhopadhyay, Kaushik Roy
2025	—	`conf`	Interconnected Switched-Capacitor Based DC-DC Converters to Enhance Input-to-Output Conversion Range and Driving Capability. PRIME Kali Pada Bhukta, Divake Kumar, Pradip Mandal
2025	J	`jnl`	Learnable Conformal Prediction with Context-Aware Nonconformity Functions for Robotic Planning and Perception. CoRR Divake Kumar, Sina Tayebati, Francesco Migliarba, Ranganath Krishnan, Amit Ranjan Trivedi
2025	J	`jnl`	Learning Conformal Abstention Policies for Adaptive Risk Management in Large Language and Vision-Language Models. CoRR Sina Tayebati, Divake Kumar, Nastaran Darabi, Dinithi Jayasuriya, Ranganath Krishnan, Amit Ranjan Trivedi
2025	Misc	`conf`	MOSAIC: Collaborative Compute-in-Memory µArrays for Flexible and Scalable Deep Learning. VTS Amit Ranjan Trivedi, Shamma Nasrin, Priyesh Shukla, Nastaran Darabi, Divake Kumar, Dinithi Jayasuriya, Nethmi Jayasinghe
2025	Misc	`conf`	TimeFloats: Train-in-Memory with Time-Domain Floating-Point Scalar Products. VLSID Maeesha Binte Hashem, Benjamin Parpillon, Divake Kumar, Dinithi Jayasuriya, Amit Ranjan Trivedi
2025	—	`conf`	Uncertainty-Aware LiDAR-Camera Autonomy via Conformal Prediction and Principled Abstention. COINS Divake Kumar, Sina Tayebati, Nastaran Darabi, Vita Pi-Ho Hu, Amit Ranjan Trivedi
2024	A*	`conf`	Invited: Conformal Inference meets Evidential Learning: Distribution-Free Uncertainty Quantification with Epistemic and Aleatoric Separability. DAC Alex Christopher Stutts, Divake Kumar, Theja Tulabandhula, Amit Ranjan Trivedi
2024	A	`conf`	Navigating the Unknown: Uncertainty-Aware Compute-in-Memory Autonomy of Edge Robotics. DATE Nastaran Darabi, Priyesh Shukla, Dinithi Jayasuriya, Divake Kumar, Alex C. Stutts, Amit Ranjan Trivedi
2024	J	`jnl`	Navigating the Unknown: Uncertainty-Aware Compute-in-Memory Autonomy of Edge Robotics. CoRR Nastaran Darabi, Priyesh Shukla, Dinithi Jayasuriya, Divake Kumar, Alex C. Stutts, Amit Ranjan Trivedi
2024	J	`jnl`	TimeFloats: Train-in-Memory with Time-Domain Floating-Point Scalar Products. CoRR Maeesha Binte Hashem, Benjamin Parpillon, Divake Kumar, Dinithi Jayasuriya, Amit Ranjan Trivedi