Udemy - Introduction To Diffusion Models 2023

Files Included :

1 - Introduction.mp4 (129.92 MB)
MP4
10 - Reverse process sampling.mp4 (78.44 MB)
MP4
11 - Reverse process visualization.mp4 (40.58 MB)
MP4
12 - Training equations part 1.mp4 (72.65 MB)
MP4
13 - Training equations part 2.mp4 (81.22 MB)
MP4
14 - Training equations implementation part 1.mp4 (75.18 MB)
MP4
15 - Training equations implementation part 2.mp4 (99.58 MB)
MP4
16 - Implementation of the training loop.mp4 (58.79 MB)
MP4
17 - Training on GPU.mp4 (86.06 MB)
MP4
18 - Correct typo.mp4 (10.38 MB)
MP4
19 - Reproduction of a Figure from the paper Analysis of the results.mp4 (28.76 MB)
MP4
2 - Forward Diffusion process.mp4 (101.3 MB)
MP4
3 - Forward Diffusion process implementation.mp4 (116.63 MB)
MP4
4 - Diffusion process tricks.mp4 (29.98 MB)
MP4
5 - Diffusion process incorporation of the tricks in the implementation.mp4 (77.95 MB)
MP4
6 - Diffusion process visualization.mp4 (69.61 MB)
MP4
7 - Reverse process.mp4 (58.55 MB)
MP4
8 - Reverse process implementation.mp4 (30.65 MB)
MP4
9 - Architecture of the model.mp4 (125.56 MB)
MP4
20 - Review of the paper.mp4 (275.77 MB)
MP4
21 - Time embedding.mp4 (47.26 MB)
MP4
22 - Pseudocode.mp4 (51 MB)
MP4
23 - UNet Implementation time embedding.mp4 (109.88 MB)
MP4
24 - UNet Implementation downsampling.mp4 (100.9 MB)
MP4
25 - UNet Implementation upsampling.mp4 (46.89 MB)
MP4
26 - UNet Implementation ResNet part1.mp4 (108.07 MB)
MP4
27 - UNet Implementation ResNet part2.mp4 (160.12 MB)
MP4
28 - UNet Implementation ResNet part3.mp4 (27.46 MB)
MP4
29 - UNet Implementation Attention Mechanism part1.mp4 (62.16 MB)
MP4
30 - UNet Implementation Attention Mechanism part2.mp4 (9.92 MB)
MP4
31 - Finishing the UNet Implementation part1.mp4 (156.04 MB)
MP4
32 - Finishing the UNet Implementation part2.mp4 (50.06 MB)
MP4
33 - Finishing the UNet Implementation part3.mp4 (24.07 MB)
MP4
34 - Finishing the UNet Implementation part4.mp4 (126.74 MB)
MP4
35 - Finishing the UNet Implementation part5.mp4 (44.18 MB)
MP4
36 - Denoising Diffusion Probabilistic Models implementation.mp4 (42.76 MB)
MP4
37 - Denoising Diffusion Probabilistic Models training.mp4 (55.21 MB)
MP4
38 - Denoising Diffusion Probabilistic Models sampling.mp4 (93.83 MB)
MP4
39 - Denoising Diffusion Probabilistic Models utils.mp4 (78.56 MB)
MP4
40 - Denoising Diffusion Probabilistic Models training loop.mp4 (38.81 MB)
MP4
41 - Denoising Diffusion Probabilistic Models visualization.mp4 (54.3 MB)
MP4
42 - Denoising Diffusion Probabilistic Models training on GPU.mp4 (57.22 MB)
MP4
43 - Analysis of the results.mp4 (11.59 MB)
MP4
44 - Inpainting with Diffusion Models explanation.mp4 (97.58 MB)
MP4
45 - Inpainting with Diffusion Models implementation.mp4 (187.13 MB)
MP4
46 - Animations part1.mp4 (96.7 MB)
MP4
47 - Animations part2.mp4 (91.72 MB)
MP4
48 - Animations part3.mp4 (47.48 MB)
MP4