Binxu's repositories
Foveated_Saccade_SimCLR
Official code base for NeurIPS 2021 SVRHM Workshop poster "On the use of Cortical Magnification and Saccades as Biological Proxies for Data Augmentation"
CrossAttention-Similarity-Map
Using Vision transformer's attention head to measure and visualize the similarity of two images. (prototype evolved by DeePSim and BigGAN)
Bootstrap_Lecture
Lecture on Bootstrap for WashU Neuro Course "Coding and Statistical Thinking in Neuroscience" 2020
Transformer-Neurons
Interpreting hidden units in pretrained Transformers. Project for MIT 6.8610
ML-from-scratch-seminar
This repository is part of a "Machine Learning from Scratch" seminar at Harvard Medical School.
Transformer-Toy-Dissection
GPT is known to be bad at arithmetics. If it spent its life learning primary school math, will it understand arithmetics?
Tuning-Manifold-Charting
Official Analysis Code Base for the Manifold Paper: Wang and Ponce, the Tuning Landscape of the Ventral Stream
al-folio
A beautiful, simple, clean, and responsive Jekyll theme for academics
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
awesome-neural-geometry
A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond
curiosity_baselines
An open source reinforcement learning codebase with a variety of intrinsic exploration methods implemented in PyTorch.
Deep_reinforcement_learning_Course
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
fucking-algorithm
刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.
guided-diffusion
Experimenting guided diffusion for image reconstruction
Monkey_Visual_Experiment_Data_Processing
Collections of matlab code to analyze the Evolution Visual Neuro Experiments in the lab.
neuron-descriptions
Natural Language Descriptions of Deep Visual Features, ICLR 2022
Neuronal_Feature_Attribution_Model
Feature Attribution methods for neurons and Evolution experiments
PerceptualSimilarity
Learned Perceptual Image Patch Similarity (LPIPS) metric. In CVPR, 2018.
Repr-Inverting-GAN
Can we train a image generator to invert the representation within a deep CNN ? (like modern ResNet50)
robustness
A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.
state-spaces
Sequence Modeling with Structured State Spaces
Tuning-Manifold-Charting-in-silico
in silico experiments for the paper the Tuning Landscapes for the Ventral Stream
Tuning-Manifold-Level-Sets
Official repo for NeurReps 2022 paper, "On the Level Sets and Invariance of Neural Tuning Landscapes". Analyze level sets on the tuning landscape of neurons and artificial units
Vision-Transformer-Neurons
Analysis of vision transformer neurons and it's comaprison with CNNs