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SMU Machine Learning & Applications (MaLA) Lab

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https://github.com/mala-lab
mala-lab
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GSPang 
authored 6 papers 6 months ago

Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects

Paper • 2306.10125 • Published Jun 16, 2023

HVI: A New color space for Low-light Image Enhancement

Paper • 2502.20272 • Published Feb 27, 2025 • 6

DOEI: Dual Optimization of Embedding Information for Attention-Enhanced Class Activation Maps

Paper • 2502.15885 • Published Feb 21, 2025 • 2

Unsupervised Anomaly Detection in Medical Images with a Memory-augmented Multi-level Cross-attentional Masked Autoencoder

Paper • 2203.11725 • Published Mar 22, 2022

Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation

Paper • 2211.14512 • Published Nov 26, 2022

AnomalyCLIP: Object-agnostic Prompt Learning for Zero-shot Anomaly Detection

Paper • 2310.18961 • Published Oct 29, 2023 • 3
GSPang 
updated a model 6 months ago

SMU-MaLA-Lab/AnomalyCLIP

Updated Aug 7, 2025
GSPang 
published a model 6 months ago

SMU-MaLA-Lab/AnomalyCLIP

Updated Aug 7, 2025
GSPang 
published a Space 6 months ago
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