[ECCV 2026] Official PyTorch implementation of RefAlign: Representation Alignment for Reference-to-Video Generation

[NeurIPS 2025] VideoREPA: Learning Physics for Video Generation through Relational Alignment with Foundation Models

[T-NNLS] Unpaired Multi-View Graph Clustering with Cross-View Structure Matching

Negative results: bridging LLM hidden states at shallow layers — measured on DGX Spark. L0 alignment is distribution-narrow, deep layers collapse, round-trip fidelity ≠ transfer, 8-bit quantization destroys exchanged hidden states.