4 papers
Benchmarking Nighttime Traffic Sign Recognition with Illumination-Adaptive Detection and Semantic Attribute Reasoning
Aditya Mishra, Akshay Agarwal, Haroon Lone
Traffic signboards are vital for road safety and intelligent transportation systems. Yet, recognizing traffic signs at night remains underexplored due to the scarcity of real-world…
Automatic Tensor-level Execution of Abstract Interpreters for Neural Networks
Avaljot Singh, Yasmin Chandini Sarita, Yamin Chandini Sarita +4
Developing new abstract interpretation-based DNN certifiers is difficult because their mathematical design is expressed at the neuron level, while implementations must operate at t…
RiM: Record, Improve and Maintain Physical Well-being using Federated Learning
Aditya Mishra, Haroon Lone
In academic settings, the demanding environment often forces students to prioritize academic performance over their physical well-being. Moreover, privacy concerns and the inherent…
Patent Novelty Assessment Accelerating Innovation and Patent Prosecution
Kapil Kashyap, Sean Fargose, Gandhar Dhonde +1
In the rapidly evolving landscape of technological innovation, safeguarding intellectual property rights through patents is crucial for fostering progress and stimulating research…