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08/02/2023
PROV-IO+: A Cross-Platform Provenance Framework for Scientific Data on HPC Systems
Data provenance, or data lineage, describes the life cycle of data. In s...
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10/11/2022
SaiT: Sparse Vision Transformers through Adaptive Token Pruning
While vision transformers have achieved impressive results, effectively ...
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07/06/2022
MaiT: Leverage Attention Masks for More Efficient Image Transformers
Though image transformers have shown competitive results with convolutio...
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07/27/2021
Griffin: Rethinking Sparse Optimization for Deep Learning Architectures
This paper examines the design space trade-offs of DNNs accelerators aim...
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07/02/2021
Learned Token Pruning for Transformers
A major challenge in deploying transformer models is their prohibitive i...
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01/31/2020