[LIMIT@ECCV 2026] RIPE, minus the negatives, plus a trainable matcher - full sparse matching pipelines learned from positive image pairs alone.
Pyramis-L3D: hierarchical sparse attention research prototype (code only; weights on Hugging Face)
Sparse-supervision LLM routing that accounts for upfront feedback acquisition and deployment payback.
NumPy & SciPy for GPU