LT-Mem: Volatility-Aware Spatio-Temporal Memory for Lifelong Scene Understanding

Yumin Lee, Hyoseok Ju, Giseop Kim

Long-term robot operation in evolving environments requires object-level understanding that persists across repeated revisits. Existing systems either overwrite history to maintain…