Name: Binxu
Type: User
Company: Kempner Institute at Harvard
Bio: Research Fellow @KempnerInstitute @Harvard, PhD in System Neuro @PonceLab. generative models, NN, and optimization to understand brain
Prev: Louis Tao lab@PKU
Twitter: WangBinxu
Location: Boston
Blog: https://animadversio.github.io
Binxu's Projects
A Neural Network Model investigating E,I cortical interaction's effect on info transfer and tuning behavior (get inspiration from data in mice A1 cortex)
Code for reproducing experiments in "Exploiting GAN Internal Capacity for High-Quality Reconstruction of Natural Images"
Flood-Filling Networks for instance segmentation in 3d volumes.
Flood Fill Network for 3d Electron Microscopy volume neuron segmentation. Adapt from google FFN-master add notes and custom variation and parallelization (for windows and our retina & LGN data)
Official code base for NeurIPS 2021 SVRHM Workshop poster "On the use of Cortical Magnification and Saccades as Biological Proxies for Data Augmentation"
刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.
Official Code for ICLR2021 paper "A Geometric Analysis of Deep Generative Image Models and Its Applications"
Code for: Transforming and Projecting Images into Class-conditional Generative Networks
Experimenting guided diffusion for image reconstruction
hessian in pytorch
Work-in-progress translation of Imagine to Julia
Worker thread module for the (WIP) Julia version of Imagine
A short script to re-format the key point coordinate data got from ImageJ (txt) into format (hdf5) required by DeepLabCut to make training dataset.
Collection of scripts for running data processing of light sheet data
Lucid library adapted for PyTorch
Colab/Jupyter notebooks based on Lucent.
MATLAB 2-D and 3-D scatter plots with image at each point.
This repository is part of a "Machine Learning from Scratch" seminar at Harvard Medical School.
Collections of matlab code to analyze the Evolution Visual Neuro Experiments in the lab.
Codes to generate morphable mask as occluder or spotlight for image presentation
implementation of music transformer with pytorch (ICLR2019)
Official code repo for the BigGAN paper of the PonceLab. Neural Guided Image Synthesis in multiple Generator spaces
Tutorials for Teaching Assistant for Neuro120, Introduction to Computational Neuroscience
An adapted version of the Metamer Foveation Transform code from Deza et al. ICLR 2019
A tutorial on neuroinformatics resources for computational modellers
Natural Language Descriptions of Deep Visual Features, ICLR 2022
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