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Łukasz Dudziak

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Fast Inference Through The Reuse Of Attention Maps In Diffusion Models

Dec 13, 2023
Rosco Hunter, Łukasz Dudziak, Mohamed S. Abdelfattah, Abhinav Mehrotra, Sourav Bhattacharya, Hongkai Wen

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How Much Is Hidden in the NAS Benchmarks? Few-Shot Adaptation of a NAS Predictor

Nov 30, 2023
Hrushikesh Loya, Łukasz Dudziak, Abhinav Mehrotra, Royson Lee, Javier Fernandez-Marques, Nicholas D. Lane, Hongkai Wen

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Neural Fine-Tuning Search for Few-Shot Learning

Jun 15, 2023
Panagiotis Eustratiadis, Łukasz Dudziak, Da Li, Timothy Hospedales

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Federated Learning for Inference at Anytime and Anywhere

Dec 08, 2022
Zicheng Liu, Da Li, Javier Fernandez-Marques, Stefanos Laskaridis, Yan Gao, Łukasz Dudziak, Stan Z. Li, Shell Xu Hu, Timothy Hospedales

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BLOX: Macro Neural Architecture Search Benchmark and Algorithms

Oct 13, 2022
Thomas Chun Pong Chau, Łukasz Dudziak, Hongkai Wen, Nicholas Donald Lane, Mohamed S Abdelfattah

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Zero-Cost Proxies Meet Differentiable Architecture Search

Jun 12, 2021
Lichuan Xiang, Łukasz Dudziak, Mohamed S. Abdelfattah, Thomas Chau, Nicholas D. Lane, Hongkai Wen

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Zero-Cost Proxies for Lightweight NAS

Jan 20, 2021
Mohamed S. Abdelfattah, Abhinav Mehrotra, Łukasz Dudziak, Nicholas D. Lane

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$μ$NAS: Constrained Neural Architecture Search for Microcontrollers

Nov 04, 2020
Edgar Liberis, Łukasz Dudziak, Nicholas D. Lane

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BRP-NAS: Prediction-based NAS using GCNs

Aug 10, 2020
Łukasz Dudziak, Thomas Chau, Mohamed S. Abdelfattah, Royson Lee, Hyeji Kim, Nicholas D. Lane

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