IEEE

Adaptive Encoder-Decoder Model Considering Spatio-Temporal Features for Short-Term Power Prediction of Distributed Photovoltaic Station

Abstract: Considering the impact of operation and maintenance costs and technology, there is generally a lack of sufficient meteorological observation devices within the distributed photovoltaic (PV) ...
the-decoder

Luma AI's new Uni-1 image model tops Nano Banana 2 and GPT Image 1.5 on logic-based benchmarks

Luma AI introduces Uni-1, its first model to combine image understanding and image generation in a single architecture. Like Google's Nano Banana Pro and GPT Image 1.5, Uni-1 is built on an ...
IEEE

Redesigning Upsampling in Decoders with Aligned Feature Aggregation for Semantic Segmentation

Abstract: Hierarchical decoders are widely employed in semantic segmentation architectures, where feature upsampling and fusion are critical at each layer. However, inaccuracies in feature position ...
the-decoder

Inception launches Mercury 2, the first diffusion-based language reasoning model

AI startup Inception Labs has introduced Mercury 2, a reasoning model that replaces the standard transformer architecture with a diffusion-based approach to generating text. Instead of producing text ...