Binxu
Animadversio
Research Fellow @KempnerInstitute @Harvard, PhD in System Neuro @PonceLab. Generative models, optimization and geometry to understand brain
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155
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379
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43
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Top Repositories
Rebuild the Stable Diffusion Model in a single python script. Tutorial for Harvard ML from Scratch Series
Official Code for ICLR2021 paper "A Geometric Analysis of Deep Generative Image Models and Its Applications"
Tutorial for Harvard Medical School ML from Scratch Series: Transformer from Scratch. Demo the usage of transformer in various domains: Music sheet, audio signal, image generation & discrimination
Automatize local data analysis with team of tool-using GPT agents
Official code base for NeurIPS 2021 SVRHM Workshop poster "On the use of Cortical Magnification and Saccades as Biological Proxies for Data Augmentation"
A few CLI tools to immersively, browse, read Arxiv paper, save to notion & zotero, chat with them and save the chat history
Repositories
155No description provided.
Rebuild the Stable Diffusion Model in a single python script. Tutorial for Harvard ML from Scratch Series
A lightweight alternative to OpenClaw that runs in containers for security. Connects to WhatsApp, Telegram, Slack, Discord, Gmail and other messaging apps,, has memory, scheduled jobs, and runs directly on Anthropic's Agents SDK
No description provided.
Automatize local data analysis with team of tool-using GPT agents
Research codebase for the project "When rule learning breaks: Diffusion Fails to Learn Parity of Many Bits"
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Official code base for NeurIPS 2021 SVRHM Workshop poster "On the use of Cortical Magnification and Saccades as Biological Proxies for Data Augmentation"
Tutorial for Harvard Medical School ML from Scratch Series: Transformer from Scratch. Demo the usage of transformer in various domains: Music sheet, audio signal, image generation & discrimination
No description provided.
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Official code repo for the BigGAN paper of the PonceLab. Neural Guided Image Synthesis in multiple Generator spaces
A personal note taking system using GPT apis; chating with webpage, pdfs and save the chat history to notion database
No description provided.
TAAP implementation, from "Grassmannian Frame Computation via Accelerated Alternating Projections" and a torch (cuda capable) version of it
Official Code for ICLR2021 paper "A Geometric Analysis of Deep Generative Image Models and Its Applications"
Lecture on Bootstrap for WashU Neuro Course "Coding and Statistical Thinking in Neuroscience" 2020
Feature Attribution methods for neurons and Evolution experiments
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Binxu's research website
Train a generative Language model to output ancient chinese text, using Chinese classics.
A few CLI tools to immersively, browse, read Arxiv paper, save to notion & zotero, chat with them and save the chat history
No description provided.
Official Analysis Code Base for the Manifold Paper: Wang and Ponce, the Tuning Landscape of the Ventral Stream
Using eye tracking data to drive evolution of images
No description provided.