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GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers



Ali Modarressi , Mohsen Fayyaz , Yadollah Yaghoobzadeh , Mohammad Taher Pilehvar

* Accepted to NAACL 2022 (main conference) 

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Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages



Ehsan Aghazadeh , Mohsen Fayyaz , Yadollah Yaghoobzadeh

* Accepted to ACL 2022 (main conference) 

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ATS: Adaptive Token Sampling For Efficient Vision Transformers



Mohsen Fayyaz , Soroush Abbasi Kouhpayegani , Farnoush Rezaei Jafari , Eric Sommerlade , Hamid Reza Vaezi Joze , Hamed Pirsiavash , Juergen Gall


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Taylor Swift: Taylor Driven Temporal Modeling for Swift Future Frame Prediction



Mohammad Saber Pourheydari , Mohsen Fayyaz , Emad Bahrami , Mehdi Noroozi , Juergen Gall


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Long Short View Feature Decomposition via Contrastive Video Representation Learning



Nadine Behrmann , Mohsen Fayyaz , Juergen Gall , Mehdi Noroozi

* ICCV 2021 (Main Conference) 

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Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids' Representations



Mohsen Fayyaz , Ehsan Aghazadeh , Ali Modarressi , Hosein Mohebbi , Mohammad Taher Pilehvar

* Accepted to BlackboxNLP Workshop at EMNLP 2021 

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3D CNNs with Adaptive Temporal Feature Resolutions



Mohsen Fayyaz , Emad Bahrami Rad , Ali Diba , Mehdi Noroozi , Ehsan Adeli , Luc Van Gool , Juergen Gall


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SCT: Set Constrained Temporal Transformer for Set Supervised Action Segmentation



Mohsen Fayyaz , Juergen Gall

* CVPR 2020 

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Holistic Large Scale Video Understanding



Ali Diba , Mohsen Fayyaz , Vivek Sharma , Manohar Paluri , Jurgen Gall , Rainer Stiefelhagen , Luc Van Gool


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Weakly Supervised Action Segmentation Using Mutual Consistency



Yaser Souri , Mohsen Fayyaz , Juergen Gall

* Under review. The first two authors contributed equally 

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