Courses from 1000+ universities
Coursera sees headcount decrease and faces lawsuit in 2023, invests in proprietary content while relying on Big 5 partners.
600 Free Google Certifications
Marketing
Digital Marketing
Language Learning
Six Sigma Part 1: Define and Measure
Product Management Essentials
How to Succeed at: Interviews
Organize and share your learning with Class Central Lists.
View our Lists Showcase
Explore Andreas Geiger's KITTI-360 dataset, a tool for understanding urban scenes in 2D and 3D, aimed at advancing AI fields like computer vision, graphics, and robotics.
Explore unsupervised disentanglement of factors in naturalistic videos with Yash Sharma's seminar, offered by Andreas Geiger. Learn about SlowVAE, a model for representation learning, in under an hour.
Explore the process of acquiring appearances for digital 3D content creation with Sai Bi from UC San Diego, focusing on texture maps, mesh reconstruction, and volumetric representation.
Explore the complexities of image formation with UC San Diego's Manmohan Chandraker. Learn to recover shape, material, and lighting in scenes using deep learning and synthetic datasets.
Explore robustness in data abundance with Andreas Geiger in less than an hour. Learn about benchmarking, data efficient learning, and federated dataset design.
Explore implicit neural scene representations with Vincent Sitzmann from Stanford. Learn about 3D reconstruction, meta-learning, and semantic segmentation in less than an hour.
Explore Neural Radiance Fields for view synthesis with Matthew Tancik from UC Berkeley in this short seminar by Autonomous Vision Group. Learn about volumetric rendering, network parameterization, and more.
Explore 3D scene understanding with Google Brain's Andrea Tagliasacchi in this under 1-hour seminar by Autonomous Vision Group. Learn about permutation equivariant learning, digital human representation, and 3D geometry.
Explore the perceptual abilities of unsupervised object-centric learning approaches with Andreas Geiger's keynote. Learn about detection, segmentation, and tracking in less than an hour.
Explore 3D controllable image synthesis with Andreas Geiger's keynote, focusing on Generative Adversarial Networks and their potential to replace classical rendering pipelines.
Explore the robustness of optical flow networks against adversarial attacks in self-driving cars with Andreas Geiger's keynote. Less than 1-hour workload.
Andreas Geiger's keynote on robust driving policies offers state-of-the-art performance insights in CARLA simulator, situational driving policy framework, and novel approaches to covariate shift in imitation learning.
Andreas Geiger's short keynote on 3D reconstruction in function space, explores neural implicit 3D representations, their abilities, limitations, and application in 3D geometry and textured models.
Andreas Geiger's keynote on Implicit Neural Representations offers insights into 3D reconstruction, object and scene-level reconstruction, and light manipulation. Less than 1hr workload.
Explore neural implicit 3D representations with Andreas Geiger in under an hour. Learn about reconstructing 3D geometry, textured models, and motion using 2D supervision.
Get personalized course recommendations, track subjects and courses with reminders, and more.