This term, I really wanted to present this one ICASSP paper I found very interesting, but then I realized that the authors followed up their work with another journal paper (IEEE TIP), so I decided to discuss both. Both of these papers deal with the topic of unsupervised image segmentation:
- Kanezaki, “Unsupervised Image Segmentation by Backpropagation”, ICASSP 2018 [URL].
- Kim et al. “Unsupervised Learning of Image Segmentation Based on Differentiable Feature Clustering”, IEEE Transactions on Image Processing, 2020 [URL].
Here are the slides I made to present this topic in our reading group: