Episode 05: Katja Schwarz, MPI-IS, on GANs, implicit functions, and 3D scene understanding
Generally Intelligent
00:00
Challenges in 3D Generative Modeling
This chapter examines the unexpected behaviors and challenges of generative models in 3D modeling, including the emergence of artifacts and complexities in object recognition. The speakers discuss their innovative approach to using neural radiance fields and graph generative methods to improve scene synthesis and controllability. They highlight the philosophical implications of different generative techniques and the importance of ethical considerations in deployment.
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