Researchers have created the first AI system capable of producing accurate weather forecasts directly from raw observational data, bypassing the complex numerical models that have dominated ...

The encoder and decoder are composed of convolutional layer chain and deconvolution layer chain, respectively. The proposed method consists of three main modifications. First, a selection kernel (SK) ...

based on the encoder-decoder architecture. Specifically, the encoder incorporates the spatial-channel Mamba (SCMamba) module, which uses the Mamba to efficiently capture global feature representations ...

For instance, their METRE framework employs multiple sub-architectures, including vision encoders, decoder modules, text encoders, and multimodal fusion modules, to enhance the model's ability to ...

Unfortunately the available memory on Microcontrollers is quite restricted and we do not get very far by storing a (uncompressed) WAV file e.g. in program/flesh memory, so I started to look into ...

AI company Sesame has released its base model CSM-1B as open source. The code is now available on Github. The billion-parameter model operates under the Apache 2.0 license, enabling broad commercial ...

Abstract: We sometimes observe monotonically decreasing cross-attention weights in our Conformer-based global attention-based encoder-decoder (AED ... the self-attention module of the Conformer starts ...