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Ziad's Projects

cvpr20_city_influence icon cvpr20_city_influence

[CVPR 2020] From Paris to Berlin: Discovering Fashion Style Influences Around the World. An Influence-based neural forecaster for style trends in cities.

epc-ssl icon epc-ssl

Environment Predictive Coding for Visual Navigation. ICLR 2022.

fashion_influence icon fashion_influence

Modeling Fashion Influence from Photos, IEEE Transactions on Multimedia 2020. A neural network model that leverages multiple types of influences captured from images (like brand, city and style influences) to forecast future trends of fashion styles.

naq icon naq

This repository contains code for our publication "NaQ: Leveraging Narrations as Queries to Supervise Episodic Memory" in CVPR 2023.

occupancyanticipation icon occupancyanticipation

This repository contains code for our publication "Occupancy Anticipation for Efficient Exploration and Navigation" in ECCV 2020.

poni icon poni

PONI: Potential Functions for ObjectGoal Navigation with Interaction-free Learning. CVPR 2022 (Oral).

sound-spaces icon sound-spaces

A first-of-its-kind acoustic simulation platform for audio-visual embodied AI research. It supports training and evaluating multiple tasks and applications.

zero_experience_required icon zero_experience_required

Zero Experience Required: Plug & Play Modular Transfer Learning for Semantic Visual Navigation. CVPR 2022

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