Blog
Further thinking on DINOv3
How DINOv3 solves the two failures of self-supervised vision: the architectural 'Register Phenomenon' and the objective-driven 'Feature Collapse'.
DINO Series
A detailed summary of DINO models series (v1, v2, v3)
Reinforcement Learning Notes (III) -- Value Function Methods
Minimal introduction to value function methods
Reinforcement Learning Notes (II) -- Actor-Critic
Minimal introduction to actor-critic
Reinforcement Learning Notes (I) -- Policy Gradient
Minimum introduction to policy gradient
Diffusion Models for 3D Shape Generation
Survey of diffusion models for 3D shape generation
Notes on Diffusion Model (II) -- Conditional Generation
Advanced diffusion models for conditional generation
Notes on Diffusion Models (I) -- DDPM and DDIM
Comprehensive mathematical introduction to diffusion models