Coursera - Generative Adversarial Networks (GANs) Specialization

Creation Time	March 27, 2026, 8:45 a.m.
Last Access Time	March 27, 2026, 2:31 p.m.
File Size	720.4 MB
Keywords	GANs Specialization Coursera - Adversarial Generative Networks
Total Requests	16
Total Files	431
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2. build-better-generative-adversarial-networks-gans/03_week-3-stylegan-and-advancements/01_stylegan-and-advancements/13_works-cited_2019-03-16-stylegan-facestraining.mp4 69.1 MB
1. build-basic-generative-adversarial-networks-gans/01_week-1-intro-to-gans/01_intro-to-gans/01_welcome-to-the-specialization.mp4 40.4 MB
2. build-better-generative-adversarial-networks-gans/01_week-1-evaluation-of-gans/01_evaluation-of-gans/01_welcome-to-course-2.mp4 28.9 MB
3. apply-generative-adversarial-networks-gans/01_week-1-gans-for-data-augmentation-and-privacy/01_gans-for-data-augmentation-and-privacy/01_welcome-to-course-3.mp4 18.8 MB
2. build-better-generative-adversarial-networks-gans/01_week-1-evaluation-of-gans/01_evaluation-of-gans/09_frechet-inception-distance-fid.mp4 17.8 MB
3. apply-generative-adversarial-networks-gans/03_week-3-unpaired-translation-with-cyclegan/01_unpaired-translation-with-cyclegan/09_cyclegan-applications-variants.mp4 13.2 MB
2. build-better-generative-adversarial-networks-gans/01_week-1-evaluation-of-gans/01_evaluation-of-gans/10_inception-score.mp4 12.3 MB
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2. build-better-generative-adversarial-networks-gans/03_week-3-stylegan-and-advancements/01_stylegan-and-advancements/07_style-and-stochastic-variation.mp4 11.4 MB
3. apply-generative-adversarial-networks-gans/01_week-1-gans-for-data-augmentation-and-privacy/01_gans-for-data-augmentation-and-privacy/05_overview-of-gan-applications.mp4 11.2 MB
1. build-basic-generative-adversarial-networks-gans/01_week-1-intro-to-gans/01_intro-to-gans/05_generative-models.mp4 11.2 MB
1. build-basic-generative-adversarial-networks-gans/01_week-1-intro-to-gans/01_intro-to-gans/06_real-life-gans.mp4 10.7 MB
2. build-better-generative-adversarial-networks-gans/03_week-3-stylegan-and-advancements/01_stylegan-and-advancements/03_stylegan-overview.mp4 10.5 MB
3. apply-generative-adversarial-networks-gans/02_week-2-image-to-image-translation-with-pix2pix/01_image-to-image-translation-with-pix2pix/05_pix2pix-u-net.mp4 10.5 MB
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2. build-better-generative-adversarial-networks-gans/01_week-1-evaluation-of-gans/01_evaluation-of-gans/02_welcome-to-week-1.mp4 9.8 MB
2. build-better-generative-adversarial-networks-gans/02_week-2-gan-disadvantages-and-bias/01_gan-disadvantages-and-bias/01_welcome-to-week-2.mp4 9.5 MB
2. build-better-generative-adversarial-networks-gans/03_week-3-stylegan-and-advancements/01_stylegan-and-advancements/04_progressive-growing.mp4 9.2 MB
2. build-better-generative-adversarial-networks-gans/01_week-1-evaluation-of-gans/01_evaluation-of-gans/07_feature-extraction.mp4 9.1 MB
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2. build-better-generative-adversarial-networks-gans/03_week-3-stylegan-and-advancements/01_stylegan-and-advancements/02_gan-improvements.mp4 8.8 MB
2. build-better-generative-adversarial-networks-gans/01_week-1-evaluation-of-gans/01_evaluation-of-gans/12_sampling-and-truncation.mp4 8.8 MB
2. build-better-generative-adversarial-networks-gans/02_week-2-gan-disadvantages-and-bias/01_gan-disadvantages-and-bias/06_intro-to-machine-bias.mp4 8.7 MB
1. build-basic-generative-adversarial-networks-gans/01_week-1-intro-to-gans/01_intro-to-gans/10_generator.mp4 8.6 MB
3. apply-generative-adversarial-networks-gans/03_week-3-unpaired-translation-with-cyclegan/01_unpaired-translation-with-cyclegan/05_cyclegan-cycle-consistency.mp4 8.5 MB
2. build-better-generative-adversarial-networks-gans/01_week-1-evaluation-of-gans/01_evaluation-of-gans/14_precision-and-recall.mp4 8.4 MB
2. build-better-generative-adversarial-networks-gans/02_week-2-gan-disadvantages-and-bias/01_gan-disadvantages-and-bias/03_alternatives-to-gans.mp4 8.1 MB
1. build-basic-generative-adversarial-networks-gans/01_week-1-intro-to-gans/01_intro-to-gans/13_optional-intro-to-pytorch.mp4 8.0 MB
2. build-better-generative-adversarial-networks-gans/03_week-3-stylegan-and-advancements/01_stylegan-and-advancements/05_noise-mapping-network.mp4 7.9 MB
1. build-basic-generative-adversarial-networks-gans/04_week-4-conditional-gan-controllable-generation/01_conditional-gan-controllable-generation/01_welcome-to-week-4.mp4 7.9 MB
2. build-better-generative-adversarial-networks-gans/01_week-1-evaluation-of-gans/01_evaluation-of-gans/05_evaluation.mp4 7.8 MB
2. build-better-generative-adversarial-networks-gans/01_week-1-evaluation-of-gans/01_evaluation-of-gans/08_inception-v3-and-embeddings.mp4 7.8 MB
1. build-basic-generative-adversarial-networks-gans/01_week-1-intro-to-gans/01_intro-to-gans/11_bce-cost-function.mp4 7.7 MB
1. build-basic-generative-adversarial-networks-gans/02_week-2-deep-convolutional-gans/01_deep-convolutional-gans/04_batch-normalization-explained.mp4 7.5 MB
1. build-basic-generative-adversarial-networks-gans/02_week-2-deep-convolutional-gans/01_deep-convolutional-gans/03_common-activation-functions.mp4 7.3 MB
1. build-basic-generative-adversarial-networks-gans/01_week-1-intro-to-gans/01_intro-to-gans/08_intuition-behind-gans.mp4 7.3 MB
1. build-basic-generative-adversarial-networks-gans/01_week-1-intro-to-gans/01_intro-to-gans/09_discriminator.mp4 7.2 MB
1. build-basic-generative-adversarial-networks-gans/04_week-4-conditional-gan-controllable-generation/01_conditional-gan-controllable-generation/14_conclusion-of-course-1.mp4 7.1 MB
3. apply-generative-adversarial-networks-gans/01_week-1-gans-for-data-augmentation-and-privacy/01_gans-for-data-augmentation-and-privacy/06_data-augmentation-methods-and-uses.mp4 7.1 MB
1. build-basic-generative-adversarial-networks-gans/03_week-3-wasserstein-gans-with-gradient-penalty/01_wasserstein-gans-with-gradient-penalty/07_1-lipschitz-continuity-enforcement.mp4 7.0 MB
2. build-better-generative-adversarial-networks-gans/03_week-3-stylegan-and-advancements/01_stylegan-and-advancements/01_welcome-to-week-3.mp4 6.9 MB
1. build-basic-generative-adversarial-networks-gans/01_week-1-intro-to-gans/01_intro-to-gans/12_putting-it-all-together.mp4 6.8 MB
1. build-basic-generative-adversarial-networks-gans/02_week-2-deep-convolutional-gans/01_deep-convolutional-gans/05_batch-normalization-procedure.mp4 6.8 MB
1. build-basic-generative-adversarial-networks-gans/01_week-1-intro-to-gans/01_intro-to-gans/02_welcome-to-week-1.mp4 6.5 MB
3. apply-generative-adversarial-networks-gans/03_week-3-unpaired-translation-with-cyclegan/01_unpaired-translation-with-cyclegan/06_cyclegan-least-squares-loss.mp4 6.4 MB
3. apply-generative-adversarial-networks-gans/02_week-2-image-to-image-translation-with-pix2pix/01_image-to-image-translation-with-pix2pix/03_pix2pix-overview.mp4 6.4 MB
3. apply-generative-adversarial-networks-gans/01_week-1-gans-for-data-augmentation-and-privacy/01_gans-for-data-augmentation-and-privacy/09_gans-for-privacy.mp4 6.4 MB
1. build-basic-generative-adversarial-networks-gans/02_week-2-deep-convolutional-gans/01_deep-convolutional-gans/08_pooling-and-upsampling.mp4 6.1 MB
2. build-better-generative-adversarial-networks-gans/02_week-2-gan-disadvantages-and-bias/01_gan-disadvantages-and-bias/02_disadvantages-of-gans.mp4 6.1 MB
1. build-basic-generative-adversarial-networks-gans/04_week-4-conditional-gan-controllable-generation/01_conditional-gan-controllable-generation/03_conditional-generation-inputs.mp4 5.9 MB
1. build-basic-generative-adversarial-networks-gans/03_week-3-wasserstein-gans-with-gradient-penalty/01_wasserstein-gans-with-gradient-penalty/05_wasserstein-loss.mp4 5.7 MB
1. build-basic-generative-adversarial-networks-gans/04_week-4-conditional-gan-controllable-generation/01_conditional-gan-controllable-generation/09_disentanglement.mp4 5.6 MB
1. build-basic-generative-adversarial-networks-gans/02_week-2-deep-convolutional-gans/01_deep-convolutional-gans/01_welcome-to-week-2.mp4 5.5 MB
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1. build-basic-generative-adversarial-networks-gans/02_week-2-deep-convolutional-gans/01_deep-convolutional-gans/02_activations-basic-properties.mp4 5.4 MB
3. apply-generative-adversarial-networks-gans/03_week-3-unpaired-translation-with-cyclegan/01_unpaired-translation-with-cyclegan/03_cyclegan-overview.mp4 5.3 MB
3. apply-generative-adversarial-networks-gans/03_week-3-unpaired-translation-with-cyclegan/01_unpaired-translation-with-cyclegan/02_unpaired-image-to-image-translation.mp4 5.2 MB
1. build-basic-generative-adversarial-networks-gans/04_week-4-conditional-gan-controllable-generation/01_conditional-gan-controllable-generation/06_vector-algebra-in-the-z-space.mp4 5.1 MB
3. apply-generative-adversarial-networks-gans/03_week-3-unpaired-translation-with-cyclegan/01_unpaired-translation-with-cyclegan/07_cyclegan-identity-loss.mp4 5.0 MB
3. apply-generative-adversarial-networks-gans/01_week-1-gans-for-data-augmentation-and-privacy/01_gans-for-data-augmentation-and-privacy/02_welcome-to-week-1.mp4 4.9 MB
2. build-better-generative-adversarial-networks-gans/01_week-1-evaluation-of-gans/01_evaluation-of-gans/06_comparing-images.mp4 4.9 MB
1. build-basic-generative-adversarial-networks-gans/03_week-3-wasserstein-gans-with-gradient-penalty/01_wasserstein-gans-with-gradient-penalty/03_problem-with-bce-loss.mp4 4.7 MB
2. build-better-generative-adversarial-networks-gans/03_week-3-stylegan-and-advancements/01_stylegan-and-advancements/14_conclusion-of-course-2.mp4 4.7 MB
1. build-basic-generative-adversarial-networks-gans/02_week-2-deep-convolutional-gans/01_deep-convolutional-gans/07_padding-and-stride.mp4 4.5 MB
3. apply-generative-adversarial-networks-gans/01_week-1-gans-for-data-augmentation-and-privacy/01_gans-for-data-augmentation-and-privacy/16_works-cited_learning-features-2009-TR.pdf 4.0 MB
1. build-basic-generative-adversarial-networks-gans/03_week-3-wasserstein-gans-with-gradient-penalty/01_wasserstein-gans-with-gradient-penalty/06_condition-on-wasserstein-critic.mp4 4.0 MB
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3. apply-generative-adversarial-networks-gans/03_week-3-unpaired-translation-with-cyclegan/01_unpaired-translation-with-cyclegan/08_cyclegan-putting-it-all-together.mp4 3.9 MB
3. apply-generative-adversarial-networks-gans/02_week-2-image-to-image-translation-with-pix2pix/01_image-to-image-translation-with-pix2pix/06_pix2pix-pixel-distance-loss-term.mp4 3.9 MB
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1. build-basic-generative-adversarial-networks-gans/04_week-4-conditional-gan-controllable-generation/01_conditional-gan-controllable-generation/05_controllable-generation.mp4 3.8 MB
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1. build-basic-generative-adversarial-networks-gans/04_week-4-conditional-gan-controllable-generation/01_conditional-gan-controllable-generation/02_conditional-generation-intuition.mp4 3.6 MB
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1. build-basic-generative-adversarial-networks-gans/04_week-4-conditional-gan-controllable-generation/01_conditional-gan-controllable-generation/07_challenges-with-controllable-generation.mp4 3.3 MB
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2. build-better-generative-adversarial-networks-gans/03_week-3-stylegan-and-advancements/01_stylegan-and-advancements/02_gan-improvements_StyleGAN_-_Official_TensorFlow_Implementation_Karras_et_al._2019 353.0 KB
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1. build-basic-generative-adversarial-networks-gans/02_week-2-deep-convolutional-gans/01_deep-convolutional-gans/09_transposed-convolutions_Deconvolution_and_Checkerboard_Artifacts_Odena_et_al._2016 85.2 KB
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