Hyper-ICL learns a query-adaptive low-rank logit adapter plus hyperbolic anchor distillation to reconstruct demonstration effects for demonstration-free multimodal ICL.
Efficient multi- modal long context learning for training-free adaptation
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Hyper-ICL: Attention Calibration with Hyperbolic Anchor Distillation for Multimodal In-Context Learning
Hyper-ICL learns a query-adaptive low-rank logit adapter plus hyperbolic anchor distillation to reconstruct demonstration effects for demonstration-free multimodal ICL.