Self-Supervised Learning with Swin Transformers 3 The Modern Mathematics of Deep Learning 4 Multiscale Vision Transformers 5 Diffusion Models Beat GANs on Image Synthesis 6 Neural Algorithmic Reasoning 7 Emerging Properties in Self-Supervised Vision Transformers 8 Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges 9 A Large-Scale Study on Unsupervised Spatiotemporal Representation Learning 10 Contrastive Learning of Image Representations with Cross-Video Cycle-Consistency