Builds on Toy Models of Superposition and Towards Monosemanticity: Decomposing Language Models With Dictionary Learning. Addressing concerns that correlated features remain entangled in current SAE ...

The cpiVAE learns a shared latent representation across different proteomics platforms. The model consists of platform-specific encoders and decoders connected through a shared latent space, allowing ...

MSD has signed an agreement with Variational AI to use its generative AI (genAI) platform Enki in the discovery of new small-molecule medicines. Vancouver, Canada-based Variational – which emerged in ...

Abstract: The development of continual learning (CL) methods, which aim to learn new tasks in a sequential manner from the training data acquired continuously, has gained great attention in remote ...

Abstract: Synthetic aperture radar (SAR) imagery plays a crucial role in sea ice mapping. However, the performance of SAR image segmentation is often challenged by issues such as speckle noise and ...