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6 Spotlight Talks (3 min each)
Mennatullah Siam · Mohit Prabhushankar · Priyam Parashar · Mustafa Mukadam · hengshuai yao · Ransalu Senanayake
  1. Mennatullah Siam, Heba Mahgoub, Mohamed Zahran, Senthil Yogamani, Martin Jagersand, Ahmad El-Sallab, Motion and appearance based Multi-Task Learning network for autonomous driving

  2. Dogancan Temel, Gukyeong Kwon, Mohit Prabhushankar, Ghassan AlRegib, CURE-TSR: Challenging Unreal and Real Environments for Traffic Sign Recognition

  3. Priyam Parashar, Akansel Cosgun, Alireza Nakhaei and Kikuo Fujimura, Modeling Preemptive Behaviors for Uncommon Hazardous Situations From Demonstrations

  4. Mustafa Mukadam, Akansel Cosgun, Alireza Nakhaei, Kikuo Fujimura, Tactical Decision Making for Lane Changing with Deep Reinforcement Learning

  5. Hengshuai Yao, Masoud S. Nosrati, Kasra Rezaee, Monte-Carlo Tree Search vs. Model-Predictive Controller: A Track-Following Example

  6. Ransalu Senanayake, Thushan Ganegedara, Fabio Ramos, Deep occupancy maps: a continuous mapping technique for dynamic environments

Author Information

Mennatullah Siam (University of Alberta)
Mohit Prabhushankar (Georgia Institute of Technology)

Mohit Prabhushankar received his Ph.D. degree in electrical engineering from the Georgia Institute of Technology (Georgia Tech), Atlanta, Georgia, 30332, USA, in 2021. He is currently a Postdoctoral Research Fellow in the School of Electrical and Computer Engineering at the Georgia Institute of Technology in the Omni Lab for Intelligent Visual Engineering and Science (OLIVES). He is working in the fields of machine learning, active learning, and robust and explainable AI. He is the recipient of the Best Paper award at ICIP 2019 and Top Viewed Special Session Paper Award at ICIP 2020. He is the recipient of the ECE Outstanding Graduate Teaching Award, the CSIP Research award, and of the Roger P Webb ECE Graduate Research Assistant Excellence award, all in 2022.

Priyam Parashar (University of California, San Diego)
Mustafa Mukadam (Georgia Institute of Technology)
hengshuai yao (University of Alberta)
Ransalu Senanayake (The University of Sydney)

I am a Computer Science PhD student at the University of Sydney specializing in Machine Learning and Robotics.

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