lisadunlap
PhD at UCB - vision & language - automated data science - @ucbrise @berkeleyvl
@ucbrise @berkeleyvl
Pinned Repositories
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.
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
VibeCheck
Official Implementation of "VibeCheck: Discover and Quantify Qualitative Differences in Large Language Models"
xai-techniques
Implementation of a few saliency techniques
VisDiff
Official implementation of "Describing Differences in Image Sets with Natural Language" (CVPR 2024 Oral)
lisadunlap's Repositories
lisadunlap/ALIA
Augmenting with Language-guided Image Augmentation (ALIA)
lisadunlap/LADS
Official Implementation of LADS (Latent Augmentation using Domain descriptionS)
lisadunlap/VibeCheck
Official Implementation of "VibeCheck: Discover and Quantify Qualitative Differences in Large Language Models"
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/gonzalezgroup.github.io
Website for Joseph E. Gonzalez's group at Berkeley (created by his procrastinating student)
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