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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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Thu 14:00
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Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm
Aidan Good · Jiaqi Lin · Xin Yu · Hannah Sieg · Mikey Fergurson · Shandian Zhe · Jerzy Wieczorek · Thiago Serra
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Poster
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Wed 14:00
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Pruning Neural Networks via Coresets and Convex Geometry: Towards No Assumptions
Murad Tukan · Loay Mualem · Alaa Maalouf
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Poster
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Thu 9:00
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Data-Efficient Structured Pruning via Submodular Optimization
Marwa El Halabi · Suraj Srinivas · Simon Lacoste-Julien
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Poster
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Wed 9:00
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Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations
Steffen Schotthöfer · Emanuele Zangrando · Jonas Kusch · Gianluca Ceruti · Francesco Tudisco
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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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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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Workshop
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Renormalization in the neural network-quantum field theory correspondence
Harold Erbin · Vincent Lahoche · Dine Ousmane Samary
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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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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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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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Neural Network-based Real-Time Parameter Estimation in Electrochemical Sensors with Unknown Confounding Factors
Sarthak Jariwala
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