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References (16)

[1]

Pool Me Wisely: On the Effect of Pooling in Transformer-Based Models

2025Sofiane Ennadir, Levente Z'olyomi et al.

[2]

Deep Time Series Models: A Comprehensive Survey and Benchmark

2024Yuxuan Wang, Haixu Wu et al.

[3]

Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey

Founder's Pitch

"Develop a principled time series normalization strategy to enhance Transformer model performance."

Time Series Preprocessing•Score: 5•View PDF ↗

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0-10 scale

High Potential

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2.5

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4/4 signals

Series A Potential

2/4 signals

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Be Wary of Your Time Series Preprocessing

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References (16)

Founder's Pitch

"Develop a principled time series normalization strategy to enhance Transformer model performance."

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Be Wary of Your Time Series Preprocessing

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References (16)

Founder's Pitch

"Develop a principled time series normalization strategy to enhance Transformer model performance."

Commercial Viability Breakdown

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