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03/02/2023
X-Ray2EM: Uncertainty-Aware Cross-Modality Image Reconstruction from X-Ray to Electron Microscopy in Connectomics
Comprehensive, synapse-resolution imaging of the brain will be crucial f...
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02/08/2023
The XPRESS Challenge: Xray Projectomic Reconstruction – Extracting Segmentation with Skeletons
The wiring and connectivity of neurons form a structural basis for the f...
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09/08/2022
im2nerf: Image to Neural Radiance Field in the Wild
We propose im2nerf, a learning framework that predicts a continuous neur...
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07/14/2022
Subgraph Frequency Distribution Estimation using Graph Neural Networks
Small subgraphs (graphlets) are important features to describe fundament...
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10/13/2021
Revisiting Latent-Space Interpolation via a Quantitative Evaluation Framework
Latent-space interpolation is commonly used to demonstrate the generaliz...
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06/28/2021
HDMapGen: A Hierarchical Graph Generative Model of High Definition Maps
High Definition (HD) maps are maps with precise definitions of road lane...
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01/07/2021
Learning Guided Electron Microscopy with Active Acquisition
Single-beam scanning electron microscopes (SEM) are widely used to acqui...
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12/13/2018
A Probe into Understanding GAN and VAE models
Both generative adversarial network models and variational autoencoders ...
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12/13/2018
A Probe Towards Understanding GAN and VAE Models
This project report compares some known GAN and VAE models proposed prio...
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12/04/2018