Search Results for author: Amir Ziaee

Found 3 papers, 3 papers with code

SAGC-A68: a space access graph dataset for the classification of spaces and space elements in apartment buildings

1 code implementation10 Jul 2023 Amir Ziaee, Georg Suter

The analysis of building models for usable area, building safety, and energy use requires accurate classification data of spaces and space elements.

Classification Graph Attention

Batch Layer Normalization, A new normalization layer for CNNs and RNN

1 code implementation19 Sep 2022 Amir Ziaee, Erion Çano

As a combined version of batch and layer normalization, BLN adaptively puts appropriate weight on mini-batch and feature normalization based on the inverse size of mini-batches to normalize the input to a layer during the learning process.

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