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Mitigating Catastrophic Forgetting in Target Language Adaptation of LLMs via Source-Shielded Updates
Paper • 2512.04844 • Published • 4 -
Mitigating Intra- and Inter-modal Forgetting in Continual Learning of Unified Multimodal Models
Paper • 2512.03125 • Published • 1 -
VisMem: Latent Vision Memory Unlocks Potential of Vision-Language Models
Paper • 2511.11007 • Published • 15 -
VisPlay: Self-Evolving Vision-Language Models from Images
Paper • 2511.15661 • Published • 42