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Paleontology: Theropod Dinosaurs and the Origin of Birds
Preparing to Manage Human Resources
Transforming Digital Learning: Learning Design Meets Service Design
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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).
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.
Explore the depths of moving people through Launchpad's short program. Learn about SLAM/MVS, stereo triangulation, and depth prediction using multi-view supervision.
Learn object detection with Transformers in under an hour with Launchpad. Gain insights into architecture, bipartite matching, and attention score decoding.
Learn optimal speed and accuracy in object detection with YOLOv4 in less than an hour with Launchpad. Explore new features, Mish Activation Function, and Spatial Attention Mechanism.
Explore the flaws and benefits of over-sampling on imbalanced data in less than an hour with Launchpad. Delve into studies, experiments, and result comparisons.
Explore memory-augmented self-supervised tracking with Launchpad in under an hour. Learn about video tracking, segmentation, attention mechanisms, and more.
Launchpad's short program teaches deep learning for symbolic mathematics, covering neural networks, dataset generation, sequence decoding, and evaluation.
Explore the landscape of deep ensembles with Launchpad in under an hour. Learn about function similarity, subspace sampling, and the effects of ensembling.
Dive into the origins and prevalence of texture bias in Convolutional Neural Networks with Launchpad. Understand its effects, influences, and how to manage it in under an hour.
Explore self-supervised language learning with ALBERT, a lite BERT model, in less than an hour with Launchpad. Delve into mask language models, sentence prediction, and more.
Dive into AI with Launchpad's UniFormer, a short program focusing on video understanding, transformer waste, and pose estimation.
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