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Search All 2022 Events
577 Results
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Poster
Wed 9:00
A Quantitative Geometric Approach to Neural-Network Smoothness
Zi Wang · Gautam Prakriya · Somesh Jha
Poster
Wed 14:00
Zonotope Domains for Lagrangian Neural Network Verification
Matt Jordan · Jonathan Hayase · Alex Dimakis · Sewoong Oh
Workshop
Physically-primed deep-neural-networks for generalized undersampled MRI reconstruction
Nitzan Avidan · Moti Freiman
Poster
Tue 14:00
Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems
Abishek Thangamuthu · Gunjan Kumar · Suresh Bishnoi · Ravinder Bhattoo · N M Anoop Krishnan · Sayan Ranu
Affinity Workshop
Graph Convolutional Neural Network-based Quality Assessment of Light Field Images
Sana Alamgeer
Affinity Workshop
Under-Counted Tensor Completion with Neural Network-based Side Information Learner
Shahana Ibrahim · Xiao Fu · Rebecca Hutchinson · Eugene Seo
Workshop
Benchmarking Graph Neural Network-based Imputation Methods on Single-Cell Transcriptomics Data
Han-Bo Li · Ramon Viñas Torné · Pietro Lió
Workshop
Neural Network-based Real-Time Parameter Estimation in Electrochemical Sensors with Unknown Confounding Factors
Sarthak Jariwala
Affinity Workshop
Unsupervised convolutional neural networks-based 3D reconstruction from 2D medical images guided by generative models
Jean-Rassaire Fouefack
Poster
Tue 9:00
Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective Inference
Vo Nguyen Le Duy · Shogo Iwazaki · Ichiro Takeuchi
Workshop
Renormalization in the neural network-quantum field theory correspondence
Harold Erbin · Vincent Lahoche · Dine Ousmane Samary
Affinity Workshop
Mon 8:50
Unsupervised convolutional neural networks-based 3D reconstruction from 2D medical images guided by generative models.
Jean-Rassaire Fouefack
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