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Poster
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Tue 14:00
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Real-Valued Backpropagation is Unsuitable for Complex-Valued Neural Networks
Zhi-Hao Tan · Yi Xie · Yuan Jiang · Zhi-Hua Zhou
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Workshop
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Sat 7:50
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Spotlight Talk - Multi-band Image Classification with Ultra-Lean Complex-Valued Models
Utkarsh Singhal
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Workshop
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Multi-band Image Classification with Ultra-Lean Complex-Valued Models
Utkarsh Singhal · Stella Yu · Zackery Steck · Scott Kangas
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Affinity Workshop
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Detecting Synthetic Opioids with NQR Spectroscopy and Complex-Valued Signal Denoising
Amber Day · Natalie Klein · Michael Malone · Harris Mason · Sinead Williamson
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Poster
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Wed 9:00
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A Quantitative Geometric Approach to Neural-Network Smoothness
Zi Wang · Gautam Prakriya · Somesh Jha
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Poster
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Tue 9:00
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Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective Inference
Vo Nguyen Le Duy · Shogo Iwazaki · Ichiro Takeuchi
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Workshop
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Fri 10:15
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Hydranet: A Neural Network for the estimation of Multi-valued Treatment Effects
Borja Velasco · Jesus Cerquides · Josep Arcos
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Workshop
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Hydranet: A Neural Network for the estimation of Multi-valued Treatment Effects
Borja Velasco · Jesus Cerquides · Josep Arcos
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Workshop
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Physically-primed deep-neural-networks for generalized undersampled MRI reconstruction
Nitzan Avidan · Moti Freiman
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Affinity Workshop
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Mon 8:50
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Unsupervised convolutional neural networks-based 3D reconstruction from 2D medical images guided by generative models.
Jean-Rassaire Fouefack
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Workshop
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Benchmarking Graph Neural Network-based Imputation Methods on Single-Cell Transcriptomics Data
Han-Bo Li · Ramon Viñas Torné · Pietro Lió
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Affinity Workshop
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Graph Convolutional Neural Network-based Quality Assessment of Light Field Images
Sana Alamgeer
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