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Waqwoya Abebe

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SAM-I-Am: Semantic Boosting for Zero-shot Atomic-Scale Electron Micrograph Segmentation

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Apr 09, 2024
Waqwoya Abebe, Jan Strube, Luanzheng Guo, Nathan R. Tallent, Oceane Bel, Steven Spurgeon, Christina Doty, Ali Jannesari

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The Landscape and Challenges of HPC Research and LLMs

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Feb 07, 2024
Le Chen, Nesreen K. Ahmed, Akash Dutta, Arijit Bhattacharjee, Sixing Yu, Quazi Ishtiaque Mahmud, Waqwoya Abebe, Hung Phan, Aishwarya Sarkar, Branden Butler, Niranjan Hasabnis, Gal Oren, Vy A. Vo, Juan Pablo Munoz, Theodore L. Willke, Tim Mattson, Ali Jannesari

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LEFL: Low Entropy Client Sampling in Federated Learning

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Dec 29, 2023
Waqwoya Abebe, Pablo Munoz, Ali Jannesari

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Addressing Data Heterogeneity in Decentralized Learning via Topological Pre-processing

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Dec 16, 2022
Waqwoya Abebe, Ali Jannesari

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Resource-Aware Heterogeneous Federated Learning using Neural Architecture Search

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Nov 09, 2022
Sixing Yu, Phuong Nguyen, Waqwoya Abebe, Justin Stanley, Pablo Munoz, Ali Jannesari

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SPATL: Salient Parameter Aggregation and Transfer Learning for Heterogeneous Clients in Federated Learning

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Nov 29, 2021
Sixing Yu, Phuong Nguyen, Waqwoya Abebe, Ali Anwar, Ali Jannesari

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