Ziad Al-Halah

According to our database, Ziad Al-Halah authored at least 40 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

A domain-agnostic approach for characterization of lifelong learning systems.

Megan M. Baker, Alexander New, Mario Aguilar-Simon, Ziad Al-Halah, Sébastien M. R. Arnold, Eseoghene Ben-Iwhiwhu, Andrew P. Brna, Ethan Brooks, Ryan C. Brown, Zachary Daniels, Anurag Reddy Daram, Fabien Delattre, Ryan Dellana, Eric Eaton, Haotian Fu, Kristen Grauman, Jesse Hostetler, Shariq Iqbal, Cassandra Kent, Nicholas Ketz, Soheil Kolouri, George Konidaris, Dhireesha Kudithipudi, Erik G. Learned-Miller, Seungwon Lee, Michael Littman, Sandeep Madireddy, Jorge A. Mendez, Eric Q. Nguyen, Christine D. Piatko, Praveen K. Pilly, Aswin Raghavan, Abrar Rahman, Santhosh Kumar Ramakrishnan, Neale Ratzlaff, Andrea Soltoggio, Peter Stone, Indranil Sur, Zhipeng Tang, Saket Tiwari, Kyle Vedder, Felix Wang, Zifan Xu, Angel Yanguas-Gil, Harel Yedidsion, Shangqun Yu, Gautam K. Vallabha

Neural Networks, March, 2023

Learning Spatial Features from Audio-Visual Correspondence in Egocentric Videos.

Sagnik Majumder, Ziad Al-Halah, Kristen Grauman

CoRR, 2023

SpotEM: Efficient Video Search for Episodic Memory.

Santhosh Kumar Ramakrishnan, Ziad Al-Halah, Kristen Grauman

Proceedings of the International Conference on Machine Learning, 2023

NaQ: Leveraging Narrations as Queries to Supervise Episodic Memory.

Santhosh Kumar Ramakrishnan, Ziad Al-Halah, Kristen Grauman

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Active Audio-Visual Separation of Dynamic Sound Sources.

Sagnik Majumder, Ziad Al-Halah, Kristen Grauman

CoRR, 2022

Few-Shot Audio-Visual Learning of Environment Acoustics.

Sagnik Majumder, Changan Chen, Ziad Al-Halah, Kristen Grauman

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Environment Predictive Coding for Visual Navigation.

Santhosh Kumar Ramakrishnan, Tushar Nagarajan, Ziad Al-Halah, Kristen Grauman

Proceedings of the Tenth International Conference on Learning Representations, 2022

PONI: Potential Functions for ObjectGoal Navigation with Interaction-free Learning.

Santhosh Kumar Ramakrishnan, Devendra Singh Chaplot, Ziad Al-Halah, Jitendra Malik, Kristen Grauman

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

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

Ziad Al-Halah, Santhosh K. Ramakrishnan, Kristen Grauman

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Modeling Fashion Influence From Photos.

Ziad Al-Halah, Kristen Grauman

IEEE Trans. Multim., 2021

Environment Predictive Coding for Embodied Agents.

Santhosh K. Ramakrishnan, Tushar Nagarajan, Ziad Al-Halah, Kristen Grauman

CoRR, 2021

Learning to Set Waypoints for Audio-Visual Navigation.

Changan Chen, Sagnik Majumder, Ziad Al-Halah, Ruohan Gao, Santhosh Kumar Ramakrishnan, Kristen Grauman

Proceedings of the 9th International Conference on Learning Representations, 2021

Move2Hear: Active Audio-Visual Source Separation.

Sagnik Majumder, Ziad Al-Halah, Kristen Grauman

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Fashion IQ: A New Dataset Towards Retrieving Images by Natural Language Feedback.

Hui Wu, Yupeng Gao, Xiaoxiao Guo, Ziad Al-Halah, Steven Rennie, Kristen Grauman, Rogério Feris

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Semantic Audio-Visual Navigation.

Changan Chen, Ziad Al-Halah, Kristen Grauman

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Audio-Visual Waypoints for Navigation.

Changan Chen, Sagnik Majumder, Ziad Al-Halah, Ruohan Gao, Santhosh Kumar Ramakrishnan, Kristen Grauman

CoRR, 2020

Occupancy Anticipation for Efficient Exploration and Navigation.

Santhosh K. Ramakrishnan, Ziad Al-Halah, Kristen Grauman

Proceedings of the Computer Vision - ECCV 2020, 2020

VisualEchoes: Spatial Image Representation Learning Through Echolocation.

Ruohan Gao, Changan Chen, Ziad Al-Halah, Carl Schissler, Kristen Grauman

Proceedings of the Computer Vision - ECCV 2020, 2020

SoundSpaces: Audio-Visual Navigation in 3D Environments.

Changan Chen, Unnat Jain, Carl Schissler, Sebastia Vicenc Amengual Gari, Ziad Al-Halah, Vamsi Krishna Ithapu, Philip W. Robinson, Kristen Grauman

Proceedings of the Computer Vision - ECCV 2020, 2020

From Paris to Berlin: Discovering Fashion Style Influences Around the World.

Ziad Al-Halah, Kristen Grauman

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Audio-Visual Embodied Navigation.

Changan Chen, Unnat Jain, Carl Schissler, Sebastia Vicenc Amengual Gari, Ziad Al-Halah, Vamsi Krishna Ithapu, Philip W. Robinson, Kristen Grauman

CoRR, 2019

SPaSe - Multi-Label Page Segmentation for Presentation Slides.

Monica Haurilet, Ziad Al-Halah, Rainer Stiefelhagen

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Smile, Be Happy : ) Emoji Embedding for Visual Sentiment Analysis.

Ziad Al-Halah, Andrew P. Aitken, Wenzhe Shi, Jose Caballero

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

DynGraph: Visual Question Answering via Dynamic Scene Graphs.

Monica Haurilet, Ziad Al-Halah, Rainer Stiefelhagen

Proceedings of the Pattern Recognition, 2019

2018

Semantic Attributes for Transfer Learning in Visual Recognition.

Ziad Al-Halah

PhD thesis, 2018

Towards Traversing the Continuous Spectrum of Image Retrieval.

Ziad Al-Halah, Andreas M. Lehrmann, Leonid Sigal

CoRR, 2018

MoQA - A Multi-modal Question Answering Architecture.

Monica Haurilet, Ziad Al-Halah, Rainer Stiefelhagen

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Informed Democracy: Voting-based Novelty Detection for Action Recognition.

Alina Roitberg, Ziad Al-Halah, Rainer Stiefelhagen

Proceedings of the British Machine Vision Conference 2018, 2018

2017

Fashion Forward: Forecasting Visual Style in Fashion.

Ziad Al-Halah, Rainer Stiefelhagen, Kristen Grauman

Proceedings of the IEEE International Conference on Computer Vision, 2017

Automatic Discovery, Association Estimation and Learning of Semantic Attributes for a Thousand Categories.

Ziad Al-Halah, Rainer Stiefelhagen

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Transfer metric learning for action similarity using high-level semantics.

Ziad Al-Halah, Lukas Rybok, Rainer Stiefelhagen

Pattern Recognit. Lett., 2016

Relaxed Earth Mover's Distances for Chain- and Tree-connected Spaces and their use as a Loss Function in Deep Learning.

Manuel Martínez, Monica-Laura Haurilet, Ziad Al-Halah, Makarand Tapaswi, Rainer Stiefelhagen

CoRR, 2016

Naming TV characters by watching and analyzing dialogs.

Monica-Laura Haurilet, Makarand Tapaswi, Ziad Al-Halah, Rainer Stiefelhagen

Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Recovering the Missing Link: Predicting Class-Attribute Associations for Unsupervised Zero-Shot Learning.

Ziad Al-Halah, Makarand Tapaswi, Rainer Stiefelhagen

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

How to Transfer? Zero-Shot Object Recognition via Hierarchical Transfer of Semantic Attributes.

Ziad Al-Halah, Rainer Stiefelhagen

Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Accio: A Data Set for Face Track Retrieval in Movies Across Age.

Esam Ghaleb, Makarand Tapaswi, Ziad Al-Halah, Hazim Kemal Ekenel, Rainer Stiefelhagen

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Action unit intensity estimation using hierarchical partial least squares.

Tobias Gehrig, Ziad Al-Halah, Hazim Kemal Ekenel, Rainer Stiefelhagen

Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

2014

"Important stuff, everywhere!" Activity recognition with salient proto-objects as context.

Lukas Rybok, Boris Schauerte, Ziad Al-Halah, Rainer Stiefelhagen

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Learning Semantic Attributes via a Common Latent Space.

Ziad Al-Halah, Tobias Gehrig, Rainer Stiefelhagen

Proceedings of the VISAPP 2014, 2014

What to Transfer? High-Level Semantics in Transfer Metric Learning for Action Similarity.

Ziad Al-Halah, Lukas Rybok, Rainer Stiefelhagen

Proceedings of the 22nd International Conference on Pattern Recognition, 2014