DevCourseWeb com Udemy Introduction To Diffusion Models 2023 | 6E396415070AD6DBC8C01504A689EDA83079F4C5

DevCourseWeb com Udemy Introduction To Diffusion Models 2023

Name	[ DevCourseWeb.com ] Udemy - Introduction To Diffusion Models 2023	DOWNLOAD Copy Link
Total Size	3.9 GB
Total Files	50
Last Seen	2024-07-08 23:46
Hash	6E396415070AD6DBC8C01504A689EDA83079F4C5

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Get Bonus Downloads Here.url	0.2 KB
/1 - Introduction/
1 - Introduction.mp4	136.2 MB
/.../2 - Initial paper on Diffusion Models/
10 - Reverse process sampling.mp4	82.2 MB
11 - Reverse process visualization.mp4	42.5 MB
12 - Training equations part 1.mp4	76.2 MB
13 - Training equations part 2.mp4	85.2 MB
14 - Training equations implementation part 1.mp4	78.8 MB
15 - Training equations implementation part 2.mp4	104.4 MB
16 - Implementation of the training loop.mp4	61.6 MB
17 - Training on GPU.mp4	90.2 MB
18 - Correct typo.mp4	10.9 MB
19 - Reproduction of a Figure from the paper Analysis of the results.mp4	30.2 MB
2 - Forward Diffusion process.mp4	106.2 MB
3 - Forward Diffusion process implementation.mp4	122.3 MB
4 - Diffusion process tricks.mp4	31.4 MB
5 - Diffusion process incorporation of the tricks in the implementation.mp4	81.7 MB
6 - Diffusion process visualization.mp4	73.0 MB
7 - Reverse process.mp4	61.4 MB
8 - Reverse process implementation.mp4	32.1 MB
9 - Architecture of the model.mp4	131.7 MB
/.../3 - Denoising Diffusion Probabilistic Models/
20 - Review of the paper.mp4	289.2 MB
21 - Time embedding.mp4	49.6 MB
22 - Pseudocode.mp4	53.5 MB
23 - UNet Implementation time embedding.mp4	115.2 MB
24 - UNet Implementation downsampling.mp4	105.8 MB
25 - UNet Implementation upsampling.mp4	49.2 MB
26 - UNet Implementation ResNet part1.mp4	113.3 MB
27 - UNet Implementation ResNet part2.mp4	167.9 MB
28 - UNet Implementation ResNet part3.mp4	28.8 MB
29 - UNet Implementation Attention Mechanism part1.mp4	65.2 MB
30 - UNet Implementation Attention Mechanism part2.mp4	10.4 MB
31 - Finishing the UNet Implementation part1.mp4	163.6 MB
32 - Finishing the UNet Implementation part2.mp4	52.5 MB
33 - Finishing the UNet Implementation part3.mp4	25.2 MB
34 - Finishing the UNet Implementation part4.mp4	132.9 MB
35 - Finishing the UNet Implementation part5.mp4	46.3 MB
36 - Denoising Diffusion Probabilistic Models implementation.mp4	44.8 MB
37 - Denoising Diffusion Probabilistic Models training.mp4	57.9 MB
38 - Denoising Diffusion Probabilistic Models sampling.mp4	98.4 MB
39 - Denoising Diffusion Probabilistic Models utils.mp4	82.4 MB
40 - Denoising Diffusion Probabilistic Models training loop.mp4	40.7 MB
41 - Denoising Diffusion Probabilistic Models visualization.mp4	56.9 MB
42 - Denoising Diffusion Probabilistic Models training on GPU.mp4	60.0 MB
43 - Analysis of the results.mp4	12.2 MB
/4 - Inpainting/
44 - Inpainting with Diffusion Models explanation.mp4	102.3 MB
45 - Inpainting with Diffusion Models implementation.mp4	196.2 MB
/.../5 - Animating Diffusion Models/
46 - Animations part1.mp4	101.4 MB
47 - Animations part2.mp4	96.2 MB
48 - Animations part3.mp4	49.8 MB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 50