lisadunlap

ALIA

Augmenting with Language-guided Image Augmentation (ALIA)

alia-website

website for the paper 'Diversify Your Vision Datasets with Automatic Diffusion-based Augmentation'

client

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

data

explainable-nbdt

Repo for the more explainable version of Neural Backed Decision Trees

LADS

Official Implementation of LADS (Latent Augmentation using Domain descriptionS)

natural-adv-examples

A Harder ImageNet Test Set (CVPR 2021)

VAE-GAN

VAE-GAN applied to the MNIST Digits

xai-techniques

Implementation of a few saliency techniques

VisDiff

Official implementation of "Describing Differences in Image Sets with Natural Language" (CVPR 2024 Oral)

lisadunlap/ALIA

Augmenting with Language-guided Image Augmentation (ALIA)

lisadunlap/LADS

Official Implementation of LADS (Latent Augmentation using Domain descriptionS)

lisadunlap/VAE-GAN

VAE-GAN applied to the MNIST Digits

lisadunlap/explainable-nbdt

Repo for the more explainable version of Neural Backed Decision Trees

lisadunlap/natural-adv-examples

A Harder ImageNet Test Set (CVPR 2021)

lisadunlap/xai-techniques

Implementation of a few saliency techniques

lisadunlap/alia-website

website for the paper 'Diversify Your Vision Datasets with Automatic Diffusion-based Augmentation'

lisadunlap/client

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

lisadunlap/data

lisadunlap/data-collection

Data collection program to animal behavior

lisadunlap/DeepMoE

lisadunlap/EditingClassifiers

lisadunlap/explain-eval-remote

lisadunlap/Gitlet

Version control system

lisadunlap/grad-CAM

lisadunlap/hackMIT

Project for hackMIT2019. It automatically detects if an AWS instance has been running and stops it, emailing the user that those instances were stopped.

lisadunlap/label-errors

🛠️ Corrected Test Sets for ImageNet, MNIST, CIFAR, Caltech-256, QuickDraw, IMDB, Amazon Reviews, 20News, and AudioSet

lisadunlap/lisadunlap.github.io

lisadunlap/lisadunlap.github.io-vexillologynerds

lisadunlap/noisy-labels-dont-matter

A short-romp into the impact of noisy labels for image classification

lisadunlap/pintos

🌀 OS Coursework Project (PintOS)

lisadunlap/ray

A system for parallel and distributed Python that unifies the ML ecosystem.

lisadunlap/Remembering-for-the-Right-Reasons

Official Implementation of Remembering for the Right Reasons (ICLR 2021)

lisadunlap/rl_rationalizations

lisadunlap/second_split_forgetting

Unofficial implementation of Second Split Forgetting [NeurIPS 2022]

lisadunlap/vae

lisadunlap/XAI-papers