- Re-implemented LogicTreeNet (Conv-DLGN) to verify results and extended it to semantic segmentation.
- Introduced a differentiable-logic upsampling block in a U-Net.
- Results: IoU 0.956 (MNIST), 0.8135 (CamVid-road).
- Role: research + engineering; full pipeline.
Links: Add GitHub repo / notes / demo when ready.