Bejnordi, Babak Ehteshami

10 publications

TMLR 2025 Mixture of Cache-Conditional Experts for Efficient Mobile Device Inference Andrii Skliar, Ties van Rozendaal, Romain Lepert, Todor Boinovski, Mart Van Baalen, Markus Nagel, Paul N. Whatmough, Babak Ehteshami Bejnordi

NeurIPS 2024 $\textit{Read-ME}$: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design Ruisi Cai, Yeonju Ro, Geon-Woo Kim, Peihao Wang, Babak Ehteshami Bejnordi, Aditya Akella, Zhangyang Wang

ICMLW 2024 Think Big, Generate Quick: LLM-to-SLM for Fast Autoregressive Decoding Benjamin Bergner, Andrii Skliar, Amelie Royer, Tijmen Blankevoort, Yuki M Asano, Babak Ehteshami Bejnordi

ICCVW 2023 MSViT: Dynamic Mixed-Scale Tokenization for Vision Transformers Jakob Drachmann Havtorn, Amélie Royer, Tijmen Blankevoort, Babak Ehteshami Bejnordi

ICCVW 2023 RCV2023 Challenges: Benchmarking Model Training and Inference for Resource-Constrained Deep Learning Rishabh Tiwari, Arnav Chavan, Deepak K. Gupta, Gowreesh Mago, Animesh Gupta, Akash Gupta, Suraj Sharan, Yukun Yang, Shanwei Zhao, Shihao Wang, Youngjun Kwak, Seonghun Jeong, Yunseung Lee, Changick Kim, Subin Kim, Ganzorig Gankhuyag, Ho Jung, Junwhan Ryu, HaeMoon Kim, Byeong Hak Kim, Tu Vo, Sheir Zaheer, Alexander Holston, Chan Y. Park, Dheemant Dixit, Nahush Lele, Kushagra Bhushan, Debjani Bhowmick, Devanshu Arya, Sadaf Gulshad, Amirhossein Habibian, Amir Ghodrati, Babak Ehteshami Bejnordi, Jai Gupta, Zhuang Liu, Jiahui Yu, Dilip K. Prasad, Zhiqiang Shen

NeurIPS 2023 Scalarization for Multi-Task and Multi-Domain Learning at Scale Amelie Royer, Tijmen Blankevoort, Babak Ehteshami Bejnordi

ECCV 2022 SALISA: Saliency-Based Input Sampling for Efficient Video Object Detection Babak Ehteshami Bejnordi, Amirhossein Habibian, Fatih Porikli, Amir Ghodrati

CVPR 2021 FrameExit: Conditional Early Exiting for Efficient Video Recognition Amir Ghodrati, Babak Ehteshami Bejnordi, Amirhossein Habibian

CVPR 2021 Skip-Convolutions for Efficient Video Processing Amirhossein Habibian, Davide Abati, Taco S. Cohen, Babak Ehteshami Bejnordi

ICLR 2020 Batch-Shaping for Learning Conditional Channel Gated Networks Babak Ehteshami Bejnordi, Tijmen Blankevoort, Max Welling