Actor-Action Video Classification CSC 249/449 Spring 2020 Challenge Report

1 code implementation • 1 Aug 2020 • Jing Shi, Zhiheng Li, Haitian Zheng, Yihang Xu, Tianyou Xiao, Weitao Tan, Xiaoning Guo, Sizhe Li, Bin Yang, Zhexin Xu, Ruitao Lin, Zhongkai Shangguan, Yue Zhao, Jingwen Wang, Rohan Sharma, Surya Iyer, Ajinkya Deshmukh, Raunak Mahalik, Srishti Singh, Jayant G Rohra, Yi-Peng Zhang, Tongyu Yang, Xuan Wen, Ethan Fahnestock, Bryce Ikeda, Ian Lawson, Alan Finkelstein, Kehao Guo, Richard Magnotti, Andrew Sexton, Jeet Ketan Thaker, Yiyang Su, Chenliang Xu

This technical report summarizes submissions and compiles from Actor-Action video classification challenge held as a final project in CSC 249/449 Machine Vision course (Spring 2020) at University of Rochester

General Classification Video Classification

Learning from Interventions using Hierarchical Policies for Safe Learning

no code implementations • 4 Dec 2019 • Jing Bi, Vikas Dhiman, Tianyou Xiao, Chenliang Xu

The recently proposed Learning from Interventions (LfI) overcomes this limitation by using an expert overseer.

Navigation by Imitation in a Pedestrian-Rich Environment

no code implementations • 1 Nov 2018 • Jing Bi, Tianyou Xiao, Qiuyue Sun, Chenliang Xu

Deep neural networks trained on demonstrations of human actions give robot the ability to perform self-driving on the road.

Imitation Learning Navigate