Search Results for author:
Found 4 papers, 2 papers with code
Tuning In: Analysis of Audio Classifier Performance in Clinical Settings with Limited Data
This study assesses deep learning models for audio classification in a clinical setting with the constraint of small datasets reflecting real-world prospective data collection.
DiffuseRAW: End-to-End Generative RAW Image Processing for Low-Light Images
Unlike these, we develop a new generative ISP that relies on fine-tuning latent diffusion models on RAW images and generating processed long-exposure images which allows for the apt use of the priors from large text-to-image generation models.
Astroformer: More Data Might not be all you need for Classification
Galaxy morphologies are crucial to understanding the processes by which galaxies form and evolve.
Ranked #1 on
Image Classification
on Tiny ImageNet Classification
CPPE-5: Medical Personal Protective Equipment Dataset
The image collection for this dataset focuses on: obtaining as many non-iconic images as possible and making sure all the images are real-life images, unlike other existing datasets in this area.
Ranked #1 on
Object Detection
on CPPE-5
