Language Breakdown
Lines of code distribution across 15 owned repositories
T-Shaped Developer
T-shapedDeep in Jupyter Notebook with broad versatility
Collaboration Network
Global Impact visualization
Repos
41
PRs
0
Growth
+18%
Top Collaborators
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Coding Streak
Contribution activity over the past year
Ethan He
@ethanhe42
Tsu-Jui Fu
@tsujuifu
Guandao Yang
@stevenygd
Nicolas Gorlo
@nicogorlo
Zheyu-Chen
@Zheyu-Chen
Top Repositories
[IEEE ICIVC'21 Best Presentation Award🏆] Propose a novel stereo-matching network that obtains the direction of visual sensitivity in certain areas as sensitivity factor of target pixels.
[Elsevier SOCL'22] Investigate in ML/DL-ensembled models and visualize features by dimension reduction techniques like PCA and t-SNE, measure performance via multiple metrics (e.g., Gini Index, AGF, and AUC).
[Elsevier Displays'22] Propose visual sensitivity regularization in cost calculation stage and multi-directional aggregation template, optimize parallax through left-right consistency detection.
[CVPR'22 Image Matching Workshop (IMW) Top6%] Propose a model registering two images from diverse viewpoints with coarse-to-fine attention, use LoFTR for local feature matching and DKM for regression with deep kernels and Gaussian processes.
[Kaggle'20 Top1.59% Silver Medal🥈] Develop an EfficientNet-based DL network consisting MBConv modules and a ViT backbone to classify the disease types of cassava leaf.
[Elsevier Healthcare Analytics'22] Analyze vital factors in EHR to predict stroke, perform correlation analysis and adopt PCA to identify patterns in low-dimension subspace of the feature space.
[DES Encryptor Application] Consist of an encryptor and a decryptor, which are both established based on Data Encryption Standard (DES) algorithm.
Claude Code v2.1.88 Source Code
Open Source Impact
Contributions to external projects
