research
∙
05/04/2023
Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion
Diffusion-based generative models' impressive ability to create convinci...
share
research
∙
03/01/2023
Fairness Evaluation in Text Classification: Machine Learning Practitioner Perspectives of Individual and Group Fairness
Mitigating algorithmic bias is a critical task in the development and de...
research
∙
02/14/2023
Energy Transformer
Transformers have become the de facto models of choice in machine learni...
research
∙
10/26/2022
DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models
With recent advancements in diffusion models, users can generate high-qu...
research
∙
08/16/2022
Interactive and Visual Prompt Engineering for Ad-hoc Task Adaptation with Large Language Models
State-of-the-art neural language models can now be used to solve ad-hoc ...
research
∙
03/30/2022
ConceptEvo: Interpreting Concept Evolution in Deep Learning Training
Deep neural networks (DNNs) have been widely used for decision making, p...
research
∙
11/02/2021
LMdiff: A Visual Diff Tool to Compare Language Models
While different language models are ubiquitous in NLP, it is hard to con...
research
∙
07/20/2021
Shared Interest: Large-Scale Visual Analysis of Model Behavior by Measuring Human-AI Alignment
Saliency methods – techniques to identify the importance of input featur...
research
∙
01/18/2021
Can a Fruit Fly Learn Word Embeddings?
The mushroom body of the fruit fly brain is one of the best studied syst...
research
∙
10/11/2019