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1Named Entity Recognition for Low-Resource Languages - Profiting from Language Families
S. Torge, A. Politov, C. Lehmann, B. Saffar, and Z. Tao. EACL 2023 - 9th Workshop on Slavic Natural Language Processing, Proceedings of the SlavicNLP 2023, page 1--10. The Association for Computational Linguistics, (2023)Publisher Copyright: © 2023 Association for Computational Linguistics.; 9th Workshop on Slavic Natural Language Processing, Slavic NLP 2023 ; Conference date: 06-05-2023 Through 06-05-2023.
4 months ago by @scadsfct
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1Weight Sparsity Complements Activity Sparsity in Neuromorphic Language Models
R. Mukherji, M. Schöne, K. Nazeer, C. Mayr, D. Kappel, and A. Subramoney. WorkingPaper, (2024)
4 months ago by @scadsfct
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2Pruning and Early-Exit Co-Optimization for CNN Acceleration on FPGAs
G. Korol, M. Jordan, M. Rutzig, J. Castrillon, and A. Beck. 2023 Design, Automation and Test in Europe Conference and Exhibition, DATE 2023 - Proceedings, United States of America, Institute of Electrical and Electronics Engineers Inc., (2023)Publisher Copyright: © 2023 EDAA.; 2023 Design, Automation and Test in Europe Conference and Exhibition, DATE 2023 ; Conference date: 17-04-2023 Through 19-04-2023.
4 months ago by @scadsfct
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2Design Space Exploration for CNN Offloading to FPGAs at the Edge
G. Korol, M. Jordan, M. Rutzig, J. Castrillon, and A. Beck. 2023 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2023 - Proceedings, United States of America, IEEE Computer Society, (2023)Publisher Copyright: © 2023 IEEE.; 21th IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2023 ; Conference date: 20-06-2023 Through 23-06-2023.
4 months ago by @scadsfct
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1Evaluating Generative Ad Hoc Information Retrieval
L. Gienapp, H. Scells, N. Deckers, J. Bevendorff, S. Wang, J. Kiesel, S. Syed, M. Fröbe, G. Zuccon, B. Stein and 2 other author(s). Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, page 1916–1929. ACM, (Juli 2024)
4 months ago by @scadsfct
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1Tailored machine learning models for functional RNA detection in genome-wide screens (Version 1)
C. Klapproth, S. Zöztsche, F. Kühnl, J. Fallmann, P. Stadler, and S. Findeiß. https://doi.org/10.5281/zenodo.8120827, (Juli 2023)
5 months ago by @scadsfct
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2C4CAM: A Compiler for CAM-based In-memory Accelerators
H. Farzaneh, J. de Lima, M. Li, A. Khan, X. Hu, and J. Castrillon. Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3, New York, NY, USA, ACM, (April 2024)
6 months ago by @scadsfct
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2Full-Stack Optimization for CAM-Only DNN Inference
J. de Lima, A. Khan, L. Carro, and J. Castrillon. (2024)
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2SHERLOCK: Scheduling Efficient and Reliable Bulk Bitwise Operations in NVMs
H. Farzaneh, J. Lima, A. Khelejani, A. Khan, M. Mayahinia, M. Tahoori, and J. Castrillon. Proceedings of the 61th Annual Design Automation Conference (DAC'24), ACM, (Juni 2024)
6 months ago by @scadsfct
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2The landscape of compute-near-memory and compute-in-memory: A research and commercial overview
A. Khan, J. Lima, H. Farzaneh, and J. Castrillon. (2024)
6 months ago by @scadsfct
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1Named Entity Recognition for Low-Resource Languages - Profiting from Language Families

1Weight Sparsity Complements Activity Sparsity in Neuromorphic Language Models

2Pruning and Early-Exit Co-Optimization for CNN Acceleration on FPGAs

2Design Space Exploration for CNN Offloading to FPGAs at the Edge

1Evaluating Generative Ad Hoc Information Retrieval

1Tailored machine learning models for functional RNA detection in genome-wide screens (Version 1)

2C4CAM: A Compiler for CAM-based In-memory Accelerators

2Full-Stack Optimization for CAM-Only DNN Inference

2SHERLOCK: Scheduling Efficient and Reliable Bulk Bitwise Operations in NVMs

2The landscape of compute-near-memory and compute-in-memory: A research and commercial overview

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