shelhamer

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

dent

Fighting Gradients with Gradients: Dynamic Defenses against Adversarial Attacks

tent

ICLR21 Tent: Fully Test-Time Adaptation by Entropy Minimization

lambda-networks

Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute

Transferable_RA

robustness

Robustness and adaptation of ImageNet scale models. Pre-Release, stay tuned for updates.

coralnet

Development of CoralNet.

mdeq

[NeurIPS'20] Multiscale Deep Equilibrium Models

SAN

Exploring Self-attention for Image Recognition, CVPR2020.

robust_loss_pytorch

A pytorch port of google-research/google-research/robust_loss/

rlpyt

Reinforcement Learning in PyTorch

arxiv-latex-cleaner

arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv

caffe64

No dependency caffe replacement

pytorch-maml

PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400

caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

boltons

🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.

convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

Arcade-Learning-Environment

The Arcade Learning Environment (ALE) -- a platform for AI research.

caffe

Caffe: a fast open framework for deep learning.

Halide

a language for fast, portable data-parallel computation

toj-apparatus

Time Order Judgement experiment apparatus for UMass Amherst NCaP laboratory

shelhamer.github.com

Homepage

visual-clutter

An assortment of vision projects: computer, human, or otherwise.

umass-psych-math-cheat-task

Application to run and collect data for a social psychology cheating experiment

visual-pulse-monitor

Measure heart rate from standard video recording (UMass CS 691A final project)

dotfiles

A collection of my dotfiles that might prove useful to others at some point.

arsenal

Arsenal of python utilities.