Dudziak, Łukasz

10 publications

ICLR 2024 Neural Fine-Tuning Search for Few-Shot Learning Panagiotis Eustratiadis, Łukasz Dudziak, Da Li, Timothy Hospedales

ICML 2024 Recurrent Early Exits for Federated Learning with Heterogeneous Clients Royson Lee, Javier Fernandez-Marques, Shell Xu Hu, Da Li, Stefanos Laskaridis, Łukasz Dudziak, Timothy Hospedales, Ferenc Huszár, Nicholas Donald Lane

ICML 2024 Towards Neural Architecture Search Through Hierarchical Generative Modeling Lichuan Xiang, Łukasz Dudziak, Mohamed S Abdelfattah, Abhinav Mehrotra, Nicholas Donald Lane, Hongkai Wen

AutoML 2023 Exploiting Network Compressibility and Topology in Zero-Cost NAS Lichuan Xiang, Rosco Hunter, Minghao Xu, Łukasz Dudziak, Hongkai Wen

NeurIPS 2022 BLOX: Macro Neural Architecture Search Benchmark and Algorithms Thomas Chau, Łukasz Dudziak, Hongkai Wen, Nicholas Lane, Mohamed Abdelfattah

NeurIPSW 2022 Cross-Device Federated Architecture Search Stefanos Laskaridis, Javier Fernandez-Marques, Łukasz Dudziak

ICLR 2021 NAS-Bench-ASR: Reproducible Neural Architecture Search for Speech Recognition Abhinav Mehrotra, Alberto Gil C. P. Ramos, Sourav Bhattacharya, Łukasz Dudziak, Ravichander Vipperla, Thomas Chau, Mohamed S Abdelfattah, Samin Ishtiaq, Nicholas Donald Lane

ICLR 2021 Zero-Cost Proxies for Lightweight NAS Mohamed S Abdelfattah, Abhinav Mehrotra, Łukasz Dudziak, Nicholas Donald Lane

ECCV 2020 Journey Towards Tiny Perceptual Super-Resolution Royson Lee, Łukasz Dudziak, Mohamed Abdelfattah, Stylianos I. Venieris, Hyeji Kim, Hongkai Wen, Nicholas D. Lane

ICLR 2019 Dynamic Channel Pruning: Feature Boosting and Suppression Xitong Gao, Yiren Zhao, Łukasz Dudziak, Robert Mullins, Cheng-zhong Xu