First-Person Video

All Publication Topics Autonomous Driving Autonomous Exploration Benchmarks Compression Computer Vision First-Person Video Forecasting Generative Models Imitation Learning Intrinsic Control Machine Learning Offroad Navigation Paper Award Planning Reinforcement Learning Reward Learning Robotics

Generative Hybrid Representations for Activity Forecasting with No-Regret Learning

Jiaqi Guan, Ye Yuan, Kris M Kitani, Nicholas Rhinehart.
Generative Hybrid Representations for Activity Forecasting with No-Regret Learning.
Conference on Computer Vision and Pattern Recognition, (CVPR), 2019.

Computer Vision Imitation Learning First-Person Video Forecasting Generative Models Machine Learning

First-Person Activity Forecasting with Online Inverse Reinforcement Learning

Nicholas Rhinehart, Kris M. Kitani.
First-Person Activity Forecasting with Online Inverse Reinforcement Learning.
The IEEE International Conference on Computer Vision, (ICCV), 2017.
Best Paper Honorable Mention

Paper Award Imitation Learning Reward Learning First-Person Video

Learning Action Maps of Large Environments Via First-Person Vision

Nicholas Rhinehart, Kris M. Kitani.
Learning Action Maps of Large Environments Via First-Person Vision.
The IEEE Conference on Computer Vision and Pattern Recognition, (CVPR), 2016.

Computer Vision First-Person Video Machine Learning Reward Learning