publications

2025

1. 

   Looking into the Unknown: Exploring Action Discovery for Segmentation of Known and Unknown Actions

   Federico Spurio, Emad Bahrami, Olga Zatsarynna, and 3 more authors

   arxiv preprint 2025

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2. 

   Sequence-Adaptive Video Prediction in Continuous Streams using Diffusion Noise Optimization

   Sina Mokhtarzadeh Azar, Emad Bahrami, Enrico Pallotta, and 3 more authors

   arxiv preprint 2025

   PDF
3. 

   Towards Generalizing Temporal Action Segmentation to Unseen Views

   Emad Bahrami*, Olga Zatsarynna*, Gianpiero Francesca, and 1 more author
   * Indicates equal contribution.

   International Journal of Computer Vision (IJCV) 2025

   PDF
4. 

   MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation

   Olga Zatsarynna, Emad Bahrami, Yazan Abu Farha, and 2 more authors

   IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2025

   PDF
5. 

   Hierarchical Vector Quantization for Unsupervised Action Segmentation

   Federico Spurio, Emad Bahrami, Gianpiero Francesca, and 1 more author

   Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) 2025

   PDF

2024

1. 

   Gated Temporal Diffusion for Stochastic Long-Term Dense Anticipation

   Olga Zatsarynna*, Emad Bahrami*, Yazan Abu Farha, and 2 more authors
   * Indicates equal contribution.

   European Conference on Computer Vision (ECCV) 2024

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2023

1. 

   FastSurfer-HypVINN: Automated sub-segmentation of the hypothalamus and adjacent structures on high-resolutional brain MRI

   Santiago Estrada, David Kügler, Emad Bahrami, and 5 more authors

   Imaging Neuroscience 2023

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2. 

   How Much Temporal Long-Term Context is Needed for Action Segmentation?

   Emad Bahrami, Gianpiero Francesca, and Juergen Gall

   IEEE International Conference on Computer Vision (ICCV) 2023

   PDF Code

2022

1. 

   CerebNet: A fast and reliable deep-learning pipeline for detailed cerebellum sub-segmentation

   Jennifer Faber*, David Kügler*, Emad Bahrami*, and 14 more authors
   * Indicates equal contribution.

   NeuroImage 2022

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2. 

   Robust Action Segmentation from Timestamp Supervision

   Yaser Souri*, Yazan Abu Farha*, Emad Bahrami*, and 2 more authors
   * Indicates equal contribution.

   British Machine Vision Conference (BMVC) 2022

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3. 

   TaylorSwiftNet: Taylor Driven Temporal Modeling for Swift Future Frame Prediction

   Saber* Pourheydari, Emad Bahrami*, Mohsen Fayyaz*, and 3 more authors
   * Indicates equal contribution.

   British Machine Vision Conference (BMVC) 2022

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2021

1. 

   3D CNNs With Adaptive Temporal Feature Resolutions

   Mohsen Fayyaz*, Emad Bahrami*, Ali Diba, and 4 more authors
   * Indicates equal contribution.

   IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2021

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