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04/07/2023
PSLT: A Light-weight Vision Transformer with Ladder Self-Attention and Progressive Shift
Vision Transformer (ViT) has shown great potential for various visual ta...
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02/18/2023
Form 10-K Itemization
Form 10-K report is a financial report disclosing the annual financial s...
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12/07/2022
SAIH: A Scalable Evaluation Methodology for Understanding AI Performance Trend on HPC Systems
Novel artificial intelligence (AI) technology has expedited various scie...
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09/06/2022
EnergonAI: An Inference System for 10-100 Billion Parameter Transformer Models
Large transformer models display promising performance on a wide range o...
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04/18/2022
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking
Self-supervised pre-training techniques have achieved remarkable progres...
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10/19/2021
A Picture is Worth a Thousand Words: A Unified System for Diverse Captions and Rich Images Generation
A creative image-and-text generative AI system mimics humans' extraordin...
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10/19/2021
Unifying Multimodal Transformer for Bi-directional Image and Text Generation
We study the joint learning of image-to-text and text-to-image generatio...
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08/05/2020
A parallel structured divide-and-conquer algorithm for symmetric tridiagonal eigenvalue problems
In this paper, a parallel structured divide-and-conquer (PSDC) eigensolv...
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04/16/2019