This is the shared repository for a handful of very closely-related projects. Please scroll down to the individual notebook file descriptions to get a sense of where code is run from. Some of the major projects include:
- weakly supervised Salient Object Detection (wsSOD) and classification with Patch Convolutional Neural Networks (PatchCNNs)
- Notebook: MISO_filtered.ipynb.
- Paper: A Dataset Generation Framework for Evaluating Megapixel Image Classifiers & their Explanations. Gautam Machiraju, Sylvia Plevritis, Parag Mallick. European Conference on Computer Vision (ECCV), 2022.
- wsSOD robustness with varying degrees of weak supervision
- Notebook: Potentials.ipynb.
- Paper: title forthcoming after submission and review process.
- Multi-scale representation learning
- more to come shortly
Also feel free to check out my webpage for more details about projects.