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Search All 2022 Events
579 Results
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Poster
Wed 9:00
A Quantitative Geometric Approach to Neural-Network Smoothness
Zi Wang · Gautam Prakriya · Somesh Jha
Poster
SNN-RAT: Robustness-enhanced Spiking Neural Network through Regularized Adversarial Training
Jianhao Ding · Tong Bu · Zhaofei Yu · Tiejun Huang · Jian Liu
Workshop
Exact Gradient Computation for Spiking Neural Networks
Jane Lee · Saeid Haghighatshoar · Amin Karbasi
Poster
Tue 9:00
LTMD: Learning Improvement of Spiking Neural Networks with Learnable Thresholding Neurons and Moderate Dropout
SIQI WANG · Tee Hiang Cheng · Meng-Hiot Lim
Workshop
Physically-primed deep-neural-networks for generalized undersampled MRI reconstruction
Nitzan Avidan · Moti Freiman
Poster
Thu 14:00
Training Spiking Neural Networks with Local Tandem Learning
Qu Yang · Jibin Wu · Malu Zhang · Yansong Chua · Xinchao Wang · Haizhou Li
Poster
Tue 9:00
Dance of SNN and ANN: Solving binding problem by combining spike timing and reconstructive attention
Hao Zheng · Hui Lin · Rong Zhao · Luping Shi
Poster
Tue 9:00
Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective Inference
Vo Nguyen Le Duy · Shogo Iwazaki · Ichiro Takeuchi
Affinity Workshop
Unsupervised convolutional neural networks-based 3D reconstruction from 2D medical images guided by generative models
Jean-Rassaire Fouefack
Affinity Workshop
Mon 8:50
Unsupervised convolutional neural networks-based 3D reconstruction from 2D medical images guided by generative models.
Jean-Rassaire Fouefack
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
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