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1. Transformer and Its Variants for Identifying Good Dice in Bad Neighborhoods NSTL国家科技图书文献中心

Cheng-Che Lu |  Chi-Chih Chang... -  《2024 IEEE 42nd VLSI Test Symposium: VTS 2024, Tempe, Arizona, USA, 22-24 April 2024》 -  IEEE VLSI Test Symposium - 2024, - 1~7 - 共7页

摘要:Good-die-in-bad-neighborhood (GDBN) is a widely adopted method utilizing the fact that manufacturing defects tend to exhibit spatial dependency and form a cluster or specific pattern of bad dice on a ...
关键词: Semiconductor device modeling |  Deep learning |  Linear regression |  Very large scale integration |  Multilayer perceptrons |  Transformers |  Manufacturing

2. ELSA: Exploiting Layer-wise N:M Sparsity for Vision Transformer Acceleration NSTL国家科技图书文献中心

Ning-Chi Huang |  Chi-Chih Chang... -  《2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops》 -  IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops - 2024, - 8006~8015 - 共10页

摘要:N:M sparsity is an emerging model compression method supported by more and more accelerators to speed up sparse matrix multiplication in deep neural networks. Most existing N:M sparsity methods compre...
关键词: Training |  Degradation |  Computer vision |  Accuracy |  Transformers |  Throughput |  Software

3. FLORA: Fine-grained Low-Rank Architecture Search for Vision Transformer NSTL国家科技图书文献中心

Chi-Chih Chang |  Yuan-Yao Sung... -  《2024 IEEE/CVF Winter Conference on Applications of Computer Vision: WACV 2024, Waikoloa, Hawaii, USA, 3-8 January 2024, [v.11]》 -  IEEE/CVF Winter Conference on Applications of Computer Vision - 2024, - 2470~2479 - 共10页

摘要:Vision Transformers (ViT) have recently demonstrated success across a myriad of computer vision tasks. However, their elevated computational demands pose significant challenges for real-world deployme...
关键词: Training |  Computer vision |  Filtering |  Flora |  Computer architecture |  Interference |  Transformers

4. Global MicroRNA Profiling in Human Bone Marrow Skeletal—Stromal or Mesenchymal–Stem Cells Identified Candidates for Bone Regeneration NSTL国家科技图书文献中心

Chi-Chih Chang |  Morten T. Ven?... -  《Molecular therapy: the journal of the American Society of Gene Therapy》 - 2018,26(2) - 593~605 - 共13页 - 被引量:33

摘要:Bone remodeling and regeneration are highly regulated multistep processes involving posttranscriptional regulation by microRNAs (miRNAs). Here, we performed a global profiling of differentially expres...
关键词: mesenchymal stem cells |  miRNAs |  RNAi therapeutics |  scaffold |  osteogenesis |  tissue engineering |  bone regeneration |  miRNA profiling |  small RNA-seq |  cell cycle regulation

5. Embedding Information within Dynamic Visual Patterns NSTL国家科技图书文献中心

Wen-Hung Liao |  Chi-Chih Chang -  《Fifth International Conference on Multimedia and Exposition (ICME'04), vol.2》 -  Fifth International Conference on Multimedia and Exposition (ICME'04), vol.2 - 2004, - 895~898 - 共4页

摘要:There exist many scenarios in which the automatic distinction between human and machines is desirable. This paper describes a texture-image based approach to encode text information in such a way that...
关键词: Reverse Turing Test |  CAPTCHA |  Textured Visual Patterns

6. Embedding information within dynamic visual patterns NSTL国家科技图书文献中心

Wen-Hung Liao |  Chi-Chih Chang -  《Fifth International Conference on Multimedia and Exposition (ICME'04), vol.1》 -  Fifth International Conference on Multimedia and Exposition (ICME'04), vol.1 - 2004, - 895~898 - 共4页

摘要:There exist many scenarios in which the automatic distinction between human and machines is desirable. This paper describes a texture-image based approach to encode text information in such a way that...
关键词: image texture |  computer vision |  visual perception |  digital signatures |  telecommunication security |  image recognition |  dynamic visual patterns |  automatic human-machine distinction |  embedded information |  texture-image based approach...

7. Multijunction carbon nanotube network SCIE Web of Science核心 NSTL国家科技图书文献中心

Jyh-Ming Ting |  Chi-Chih Chang -  《Applied physics letters》 - 2002,80(2) - 324~325 - 共2页

摘要:Branching structure in carbon nanotubes (CNT) are of great importance in developing CNT-based mechanical or electrical applications. For this purpose, CNTs exhibiting two-dimensional and three-dimensi...
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