Online Neural Space Time Memory for Dynamic Novel View Synthesis
NSTM is an online framework for dynamic novel view synthesis that maintains minute-long persistent memory while operating in amortized real-time. It decouples memory updates from synthesis using periodic memorization and employs cross-view attention to fuse historical context with current frames, achieving high fidelity over long sequences.