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Great work! I wonder if using SDF as a 3d model representation would result in higher resolution model generation (rather than voxels), some recent work in that
by mendeza 7y ago
Great work! I wonder if using SDF as a 3d model representation would result in higher resolution model generation (rather than voxels), some recent work in that area here: https://github.com/marian42/shapegan https://github.com/marian42/shapegan
Adversarial Generation of Continuous Implicit Shape Representations
: https://arxiv.org/abs/2002.00349 https://arxiv.org/abs/2002.00349
- starstorms 7y agoI hadn't seen that paper, looks really interesting! It definitely would improve the resolution but I think fundamentally it still runs into the issues I had with voxels where it mostly just learns low level correlations and not high level topology.