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Shandong University, University of Central Florida
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Forget retraining: DOME efficiently adapts generative retrieval models to new documents by directly editing the model's docID mapping, achieving comparable performance with 40% less training.
Achieve 97x speedup and 208x energy efficiency for Multi-Scale Deformable Attention by co-designing a near-memory processing architecture that overcomes the limitations of existing NMP solutions.