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adversarial-alignment

Scaling-up deep neural networks to improve their performance on ImageNet makes them more tolerant to adversarial attacks, but successful attacks on these models are misaligned with human perception.

artemisgcp

Training and inference pipelines using i3d and lstm architectures to be deployed on GCP.

brain-score

A framework for evaluating models on integrative brain measurements

brain-score-clps1291

EDIT: Compatible with Python 3.10! A framework for evaluating models on their alignment to brain and behavioral measurements (50+ benchmarks)

brain-score.web

brainio_base

data structures for BrainIO stimuli and data

brainio_collection

collection of stimuli and data

brainio_contrib

contribute stimuli or data to BrainIO

brownunconf.github.io

See it live!

brownunconference

candidate_models

Candidate Models to evaluate on Brain-Score benchmarks

casperjs

Navigation scripting & testing utility for PhantomJS and SlimerJS

cluster-config

coco_dots

color_hmax

Hmax color

craft-vision

crbpsite

Website for CRBP project

cvr

A Benchmark for Efficient and Compositional Visual Reasoning

deeplabcut_mgh

The deeplabcut package and notebook for modeling the DLC pose estimators for MGH data

diffusion_as_artist

diversity_vs_recognizability

ees-inference

Code accompanying manuscript entitled "Fast Inference of Spinal Neuromodulation for Motor Control using Amortized Neural Networks"

feature_tracker

forgrad

Enhancing attribution methods by filtering the noise out of the explanations

gala_tpu

gammanet_pytorch

ganalyze

Implementation of GANalyze, a framework for studying cognitive properties such as memorability, aesthetics, and emotional valence using genenerative models.

generalized_adversariality

Parameterized data set optimization to evaluate limits of neural models and mechanisms

gollum

A simple, Git-powered wiki with a sweet API and local frontend.

harmonization

👋 Aligning Human & Machine Vision using explainability