Research Roadmap
Will likely keep to this roadmap, unless I'm stuck in job hunting and unfortunate leetcoding.
Releasing Soon
- Strict Continual Learning for LLMs.
- 3D evaluation metrics.
Releasing this Semester
- 3D Hair strand reconstruction.
- New efficient 3D primitive representation.
- Probabilistic and Semi-Supervised Semantic 3D Part Segmentation.
- Part-based VLA models.
- LLM/VLM model merging.
Long-term
- General theory of deep learning + new scaling laws.
- Synthetic internal 3D worlds for part-level causal and physics reasoning.
- Explore super-Turing perspectives (theoretical).