Publications

A selection of my recent peer‐reviewed work in machine learning.

• Simple Features and Honest Calibration for Ambivalence and Hesitancy Recognition in Video

  Vikas Kumar, Aditya Mishra, Haroon Lone

  ABAW ECCV 2026

• Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception

  Aditya Mishra, Haroon Lone

  ACM SenSys 2027 (submitted)

• Learning Under Low Illumination: A Dataset and Algorithm for Traffic Sign Recognition

  Aditya Mishra, Akshay Agarwal, Haroon Lone

  WACV 2027 (submitted)

• Subject Representation Learning from EEG using Graph Convolutional Variational Autoencoders

  Aditya Mishra, Ahnaf Mozib, Ali Etemad, Javad Hashemi

  IEEE ICASSP 2025

• DECODE: Data-driven Energy Consumption Prediction leveraging Historical Data and Environmental Factors in Buildings

  Aditya Mishra, Haroon Lone, Aayush Mishra

  Energy & Buildings (2024)