• Kai Zhao
  • 中文

Notes

Interesting papers

  • FeatUp: A Model-Agnostic Framework for Features at Any Resolution https://arxiv.org/pdf/2403.10516

Implicit Neural Representation

  • Generative modeling of living cells with SO(3)-equivariant implicit neural representations
  • NEural iMplicit rEpresentation for whole Slide Image regiStration

AI for Biomedicine

Segment Anything for Microscopy

Diffusion

  • MIT course Flow Matching and Diffusion Models, course notes.
  • CVPR22 lecture
  • Understanding Diffusion Models: A Unified Perspective
  • Zero-Shot Image Restoration Using Few-Step Guidance of Consistency Models

PINN and PDE

  • https://arxiv.org/abs/2403.00599
  • https://benmoseley.blog/my-research/so-what-is-a-physics-informed-neural-network/
  • https://www.reddit.com/r/MachineLearning/comments/12lzzv6/d_what_is_the_point_of_physicsinformed_neural/

Cell type classification

  • https://www.nature.com/articles/s41588-024-01993-3
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