Efficient Integer Quantization for Compressed DETR Models. [PDF]
Entropy (Basel)Liu P, Li C, Zhang N, Yang J, Wang L.
europepmc +1 more source
Advanced low‐light image transformation for accurate nighttime pavement distress detection
Computer-Aided Civil and Infrastructure Engineering, EarlyView.Abstract Pavement distress detection is critical for road safety and infrastructure longevity. Although nighttime inspections offer advantages such as reduced traffic and enhanced operational efficiency, challenges like low visibility and noise hinder their effectiveness.
Yuanyuan Hu +3 more
wiley +1 more source
Detection of Double Compression in HEVC Videos Containing B-Frames. [PDF]
J ImagingFurushita Y +4 more
europepmc +1 more source
Large language model for post‐earthquake structural damage assessment of buildings
Computer-Aided Civil and Infrastructure Engineering, EarlyView.Abstract A rapid and accurate assessment of structural damage to buildings in the aftermath of earthquakes is critical to emergency responses and engineering retrofit decisions. However, current in situ building damage assessment is primarily conducted through visual inspections by engineering professionals and deep learning techniques using single ...
Yongqing Jiang +3 more
wiley +1 more source
All-Electrical Control of Spin Synapses for Neuromorphic Computing: Bridging Multi-State Memory with Quantization for Efficient Neural Networks. [PDF]
Adv Sci (Weinh)Hsin TC +4 more
europepmc +1 more source
A point cloud dataset and deep learning method for semantic segmentation of underground garages
Computer-Aided Civil and Infrastructure Engineering, EarlyView.Abstract Reconstructing as‐built building information modeling from point clouds in underground garages holds great potential for enhancing facility management. However, this task is particularly challenging due to the complex and diverse architectural and mechanical, electrical, and plumbing (MEP) components present in such environments.
Hongzhe Yue +5 more
wiley +1 more source
An Efficient Quantized Message Passing Receiver Design for SCMA Systems. [PDF]
Sensors (Basel)Cheng H, Zhang M, Su R.
europepmc +1 more source
Twists of twisted generalized Weyl algebras
Bulletin of the London Mathematical Society, EarlyView.Abstract We study graded twisted tensor products and graded twists of twisted generalized Weyl algebras (TGWAs). We show that the class of TGWAs is closed under these operations assuming mild hypotheses. We generalize a result on cocycle equivalence among multiparameter quantized Weyl algebras to the setting of TGWAs.
Jason Gaddis, Daniele Rosso
wiley +1 more source
Enhancing molecular property prediction with quantized GNN models. [PDF]
J CheminformRasool A, Ul Rahman J, Uwitije R.
europepmc +1 more source
Deep‐learning models of the ascending proprioceptive pathway are subject to illusions
Experimental Physiology, EarlyView.Abstract Proprioception is essential for perception and action. Like any other sense, proprioception is also subject to illusions. In this study, we model classic proprioceptive illusions in which tendon vibrations lead to biases in estimating the state of the body.
Adriana Perez Rotondo +5 more
wiley +1 more source