What to Transfer? High-Level Semantics in Transfer Metric Learning for Action Similarity. - Ziad Al-Halah; Lukas Rybok; Rainer Stiefelhagen (ICPR, 2014)

Learning Semantic Attributes via a Common Latent Space. - Ziad Al-Halah; Tobias Gehrig; Rainer Stiefelhagen (VISAPP (2), 2014)

"Important stuff, everywhere!" Activity recognition with salient proto-objects as context. - Lukas Rybok; Boris Schauerte; Ziad Al-Halah; Rainer Stiefelhagen (WACV, 2014)

Action unit intensity estimation using hierarchical partial least squares. - Tobias Gehrig; Ziad Al-Halah; Hazim Kemal Ekenel; Rainer Stiefelhagen (FG, 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 (ICMR, 2015)

How to Transfer? Zero-Shot Object Recognition via Hierarchical Transfer of Semantic Attributes. - Ziad Al-Halah; Rainer Stiefelhagen (WACV, 2015)

Recovering the Missing Link: Predicting Class-Attribute Associations for Unsupervised Zero-Shot Learning. - Ziad Al-Halah; Makarand Tapaswi; Rainer Stiefelhagen (CVPR, 2016)

Naming TV characters by watching and analyzing dialogs. - Monica-Laura Haurilet; Makarand Tapaswi; Ziad Al-Halah; Rainer Stiefelhagen (WACV, 2016)

Relaxed Earth Mover's Distances for Chain- and Tree-connected Spaces and their use as a Loss Function in Deep Learning. - Manuel Martínez 001; Monica-Laura Haurilet; Ziad Al-Halah; Makarand Tapaswi; Rainer Stiefelhagen (CoRR, 2016)

Transfer metric learning for action similarity using high-level semantics. - Ziad Al-Halah; Lukas Rybok; Rainer Stiefelhagen (Pattern Recognit. Lett., 2016)

Automatic Discovery, Association Estimation and Learning of Semantic Attributes for a Thousand Categories. - Ziad Al-Halah; Rainer Stiefelhagen (CVPR, 2017)

Fashion Forward: Forecasting Visual Style in Fashion. - Ziad Al-Halah; Rainer Stiefelhagen; Kristen Grauman (ICCV, 2017)

Informed Democracy: Voting-based Novelty Detection for Action Recognition. - Alina Roitberg; Ziad Al-Halah; Rainer Stiefelhagen (BMVC, 2018)

MoQA - A Multi-modal Question Answering Architecture. - Monica Haurilet; Ziad Al-Halah; Rainer Stiefelhagen (ECCV Workshops (4), 2018)

Towards Traversing the Continuous Spectrum of Image Retrieval. - Ziad Al-Halah; Andreas M. Lehrmann; Leonid Sigal (CoRR, 2018)

Semantic Attributes for Transfer Learning in Visual Recognition. - Ziad Al-Halah (2018)

DynGraph: Visual Question Answering via Dynamic Scene Graphs. - Monica Haurilet; Ziad Al-Halah; Rainer Stiefelhagen (GCPR, 2019)

Smile, Be Happy : ) Emoji Embedding for Visual Sentiment Analysis. - Ziad Al-Halah; Andrew P. Aitken; Wenzhe Shi; Jose Caballero (ICCV Workshops, 2019)

SPaSe - Multi-Label Page Segmentation for Presentation Slides. - Monica Haurilet; Ziad Al-Halah; Rainer Stiefelhagen (WACV, 2019)

Audio-Visual Embodied Navigation. - Changan Chen; Unnat Jain; Carl Schissler; Sebastià Vicenc Amengual Garí; Ziad Al-Halah; Vamsi Krishna Ithapu; Philip W. Robinson; Kristen Grauman (CoRR, 2019)

From Paris to Berlin: Discovering Fashion Style Influences Around the World. - Ziad Al-Halah; Kristen Grauman (CVPR, 2020)

SoundSpaces: Audio-Visual Navigation in 3D Environments. - Changan Chen; Unnat Jain; Carl Schissler; Sebastià Vicenc Amengual Garí; Ziad Al-Halah; Vamsi Krishna Ithapu; Philip W. Robinson; Kristen Grauman (ECCV (6), 2020)

VisualEchoes: Spatial Image Representation Learning Through Echolocation. - Ruohan Gao; Changan Chen; Ziad Al-Halah; Carl Schissler; Kristen Grauman (ECCV (9), 2020)

Occupancy Anticipation for Efficient Exploration and Navigation. - Santhosh K. Ramakrishnan; Ziad Al-Halah; Kristen Grauman (ECCV (5), 2020)

Audio-Visual Waypoints for Navigation. - Changan Chen; Sagnik Majumder; Ziad Al-Halah; Ruohan Gao; Santhosh Kumar Ramakrishnan; Kristen Grauman (CoRR, 2020)

Semantic Audio-Visual Navigation. - Changan Chen; Ziad Al-Halah; Kristen Grauman (CVPR, 2021)

Fashion IQ: A New Dataset Towards Retrieving Images by Natural Language Feedback. - Hui Wu 009; Yupeng Gao; Xiaoxiao Guo; Ziad Al-Halah; Steven Rennie; Kristen Grauman; Rogério Feris (CVPR, 2021)

Move2Hear: Active Audio-Visual Source Separation. - Sagnik Majumder; Ziad Al-Halah; Kristen Grauman (ICCV, 2021)

Learning to Set Waypoints for Audio-Visual Navigation. - Changan Chen; Sagnik Majumder; Ziad Al-Halah; Ruohan Gao; Santhosh Kumar Ramakrishnan; Kristen Grauman (ICLR, 2021)

Environment Predictive Coding for Embodied Agents. - Santhosh K. Ramakrishnan; Tushar Nagarajan; Ziad Al-Halah; Kristen Grauman (CoRR, 2021)

Modeling Fashion Influence From Photos. - Ziad Al-Halah; Kristen Grauman (IEEE Trans. Multim., 2021)

Zero Experience Required: Plug & Play Modular Transfer Learning for Semantic Visual Navigation. - Ziad Al-Halah; Santhosh K. Ramakrishnan; Kristen Grauman (CVPR, 2022)

PONI: Potential Functions for ObjectGoal Navigation with Interaction-free Learning. - Santhosh Kumar Ramakrishnan; Devendra Singh Chaplot; Ziad Al-Halah; Jitendra Malik; Kristen Grauman (CVPR, 2022)

Environment Predictive Coding for Visual Navigation. - Santhosh Kumar Ramakrishnan; Tushar Nagarajan; Ziad Al-Halah; Kristen Grauman (ICLR, 2022)

Few-Shot Audio-Visual Learning of Environment Acoustics. - Sagnik Majumder; Changan Chen; Ziad Al-Halah; Kristen Grauman (NeurIPS, 2022)

Active Audio-Visual Separation of Dynamic Sound Sources. - Sagnik Majumder; Ziad Al-Halah; Kristen Grauman (CoRR, 2022)

NaQ: Leveraging Narrations as Queries to Supervise Episodic Memory. - Santhosh Kumar Ramakrishnan; Ziad Al-Halah; Kristen Grauman (CVPR, 2023)

SpotEM: Efficient Video Search for Episodic Memory. - Santhosh Kumar Ramakrishnan; Ziad Al-Halah; Kristen Grauman (ICML, 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; et al. (Neural Networks, 2023)

Learning Spatial Features from Audio-Visual Correspondence in Egocentric Videos. - Sagnik Majumder; Ziad Al-Halah; Kristen Grauman (CVPR, 2024)

Which Viewpoint Shows it Best? Language for Weakly Supervising View Selection in Multi-view Videos. - Sagnik Majumder; Tushar Nagarajan; Ziad Al-Halah; Reina Pradhan; Kristen Grauman (CoRR, 2024)

Switch-a-View: Few-Shot View Selection Learned from Edited Videos. - Sagnik Majumder; Tushar Nagarajan; Ziad Al-Halah; Kristen Grauman (CoRR, 2024)

Which Viewpoint Shows it Best? Language for Weakly Supervising View Selection in Multi-view Instructional Videos. - Sagnik Majumder; Tushar Nagarajan; Ziad Al-Halah; Reina Pradhan; Kristen Grauman (CVPR, 2025)

How Would It Sound? Material-Controlled Multimodal Acoustic Profile Generation for Indoor Scenes. - Mahnoor Fatima Saad; Ziad Al-Halah (CoRR, 2025)