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Explore audio source separation with AI in this under 1-hour program by Launchpad. Learn about DenseNets, their application in audio separation, and outperform state-of-the-art results.
Learn to modify a 2D GAN to be 3D-aware with minimal changes, using StyleGANv2, in less than an hour with Launchpad. Gain insights into generative multiplane images (GMPIs).
Dive into AI with Launchpad's UniFormer, a short program focusing on video understanding, transformer waste, and pose estimation.
Dive into AI with Launchpad's concise study on Generative Facial Prior GANs, exploring its design, limitations, and real-world applications in under an hour.
Dive into AI with Launchpad's concise guide to nnFormer, covering model architecture, data, results, and visual representation in under an hour.
Learn to work with multivariate time series data using a transformer-based framework in less than an hour with Launchpad.
Explore DF-GAN architecture and Text-to-Image synthesis with Launchpad in under an hour. Learn about Semantic Consistency, Training Parameters, and Evaluation Study.
Explore the theory and application of Deep Bayesian Bandits in personalized recommendations with Launchpad. Less than 1-hour workload.
Learn speech-to-lip generation with Launchpad's concise program. Understand the history, evaluation, and real-world applications in less than an hour.
Dive into semi-supervised learning with big self-supervised models in less than an hour with Launchpad. Explore methods, empirical results, and broader impacts.
Launchpad's short program teaches reinforcement learning for speech enhancement, focusing on robust speech recognition techniques.
Launchpad's short program offers an in-depth look at reinforced active learning for image segmentation, covering optimal policies, algorithms, and experimental results.
Launchpad's interactive program, taking less than an hour, offers a deep dive into Convolutional Neural Networks with visualization, from introduction to future work.
Improve your ImageNet classification skills with Launchpad's under 1-hour program. Learn about knowledge distillation, noisy student training, and robustness results.
Explore deep learning models resistant to adversarial attacks with Launchpad. Learn about attack generation, network capacity effects, and experiment with datasets in under an hour.
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