Personal repository to track my PhD research. Based on Yagami360/MachineLearning-Papers_Survey.
🎯 Try to write a issue for each paper!!
- NeuralMVS: Bridging Multi-View Stereo and Novel View Synthesis (distinguish MVS from NVS)
Already Published:
Stochastic Neural Radiance Fields:
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Stochastic Neural Radiance Fields: Quantifying Uncertainty in Implicit 3D Representations (3DV 2021)
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Conditional-Flow NeRF: Accurate 3D Modelling with Reliable Uncertainty Quantification (ECCV 2022)
uncertainty application:
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choose faster nerf framework(TODO) to achieve real time uncertainty estimation
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achieve active learning(TODO) using uncertainty
- PapersWithCode.com: check if a paper is implemented
- SemanticScholar.org: uses ML to cluster related papers, create custom paper feeds
- ConnectedPapers.com: visualize a graph of related papers