Abstract: Masked Autoencoder (MAE) has shown remarkable potential in self-supervised representation learning for 3D point clouds. However, these methods primarily rely on point-level or low-level ...
Abstract: Fault diagnosis plays a pivotal role in ensuring the safety of industrial processes. In the realm of fault diagnosis, stack autoencoders (SAE) have gained widespread popularity for their ...
Start and quit MATLAB. Write and run MATLAB code. Assess your MATLAB code for style and correctness. To assist your agent in using MATLAB and Simulink, you can use skills from MATLAB Agentic Toolkit ...
We present Representation Autoencoders (RAE), a class of autoencoders that utilize pretrained, frozen representation encoders such as DINOv2 and SigLIP2 as encoders with trained ViT decoders. RAE can ...
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