Search Results for author: Pooyan Fazli

Found 5 papers, 1 papers with code

OSCaR: Object State Captioning and State Change Representation

1 code implementation27 Feb 2024 Nguyen Nguyen, Jing Bi, Ali Vosoughi, Yapeng Tian, Pooyan Fazli, Chenliang Xu

To address these challenges, in this paper, we introduce the Object State Captioning and State Change Representation (OSCaR) dataset and benchmark.

Change Detection Object

CLearViD: Curriculum Learning for Video Description

no code implementations8 Nov 2023 Cheng-Yu Chuang, Pooyan Fazli

We introduce CLearViD, a transformer-based model for video description generation that leverages curriculum learning to accomplish this task.

Video Description

NarrationBot and InfoBot: A Hybrid System for Automated Video Description

no code implementations7 Nov 2021 Shasta Ihorn, Yue-Ting Siu, Aditya Bodi, Lothar Narins, Jose M. Castanon, Yash Kant, Abhishek Das, Ilmi Yoon, Pooyan Fazli

To overcome the increasing gaps in video accessibility, we developed a hybrid system of two tools to 1) automatically generate descriptions for videos and 2) provide answers or additional descriptions in response to user queries on a video.

Video Description

Real-time Policy Distillation in Deep Reinforcement Learning

no code implementations29 Dec 2019 Yuxiang Sun, Pooyan Fazli

Policy distillation in deep reinforcement learning provides an effective way to transfer control policies from a larger network to a smaller untrained network without a significant degradation in performance.

reinforcement-learning Reinforcement Learning (RL)

DeepMoTIon: Learning to Navigate Like Humans

no code implementations9 Mar 2018 Mahmoud Hamandi, Mike D'Arcy, Pooyan Fazli

We present a novel human-aware navigation approach, where the robot learns to mimic humans to navigate safely in crowds.

Navigate Time Series +1

Cannot find the paper you are looking for? You can Submit a new open access paper.