For self-study (all students):
- https://paperswithcode.com/method/1x1-convolution
- https://d2l.ai/chapter_computer-vision/rcnn.html
- R-CNN vs Fast R-CNN vs Faster R-CNN vs YOLO: https://towardsdatascience.com/r-cnn-fast-r-cnn-faster-r-cnn-yolo-object-detection-algorithms-36d53571365e
Advanced (for students who want to learn more):
- R-CNN: https://arxiv.org/abs/1311.2524v5
- Faster R-CNN: https://arxiv.org/pdf/1506.01497.pdf
- YOLO: https://arxiv.org/abs/1506.02640
- U-Net: https://arxiv.org/abs/1505.04597
- 3D U-Net: https://arxiv.org/abs/1606.06650
- Model Soup: https://arxiv.org/abs/2203.05482
References: