Ziad's repositories
zero_experience_required
Zero Experience Required: Plug & Play Modular Transfer Learning for Semantic Visual Navigation. CVPR 2022
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.
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.
EPC-SSL
Environment Predictive Coding for Visual Navigation. ICLR 2022.
NaQ
This repository contains code for our publication "NaQ: Leveraging Narrations as Queries to Supervise Episodic Memory" in CVPR 2023.
OccupancyAnticipation
This repository contains code for our publication "Occupancy Anticipation for Efficient Exploration and Navigation" in ECCV 2020.
PONI
PONI: Potential Functions for ObjectGoal Navigation with Interaction-free Learning. CVPR 2022 (Oral).
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.
VisualEchoes
VisualEchoes Dataset (ECCV 2020)