Uzair Akbar

A place to dump my study notes.

I dump my study notes here because I have a habit of losing physical copies.

Publications

  1. An Analysis of Causal Effect Estimation using Outcome Invariant Data Augmentation
    U. Akbar, N. Kilbertus, H. Shen, K. Muandet, B. Dai, Advances in Neural Information Processing Systems (NeurIPS), 2025 (Spotlight, top ~3%)
    [bibtex] [pdf]

  2. Adversarial Appearance Learning in Augmented Cityscapes for Pedestrian Recognition in Autonomous Driving
    A. Savkin, T. Lapotre, K. Strauss, U. Akbar, F. Tombari, IEEE International Conference on Robotics and Automation (ICRA), 2020
    [bibtex] [pdf]

  3. Performance Analysis of Decoupled Cell Association in Multi-Tier Hybrid Networks using Real Blockage Environments
    O. W. Bhatti, H. Suhail, U. Akbar, S. A. Hassan, H. Pervaiz, L. Musavian, Q. Ni, IEEE International Wireless Communications and Mobile Computing Conference (IWCMC), June 2017
    [bibtex] [pdf]

Other projects

  1. LIDAR based obstacle avoidance using reinforcment learning [code] [sim/real gifs]