From the 1 of 4 linked papers with an AI index.
4 papers
Benchmarking Nighttime Traffic Sign Recognition with Illumination-Adaptive Detection and Semantic Attribute Reasoning
Aditya Mishra, Akshay Agarwal, Haroon Lone
The paper presents INTSD, a large-scale nighttime traffic sign dataset collected across India, and introduces LENS-Net, an illumination‑adaptive detector with a vision‑language cla…
A Tensor-Based Compiler and a Runtime for Neuron-Level DNN Certifier Specifications
Avaljot Singh, Yamin Chandini Sarita, Aditya Mishra +3
The uninterpretability of DNNs has led to the adoption of abstract interpretation-based certification as a practical means to establish trust in real-world systems that rely on DNN…
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…