VisMem: Latent Vision Memory Unlocks Potential of Vision-Language Models The source code will be publicly available soon... 📜 Existing Paradigms 🌟🌟🌟VisMem 🔥🔥🔥 Results Main Comparisons Results on Various Base Models Cross-domain Generalization Catastrophic Forgetting Mitigation Dynamic Memory Invocation Efficiency Analysis