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Achieving near-lossless compression in visual document retrieval, AnchorFold retains over 98% retrieval quality even at 5x compression ratios.
Current attention mechanisms misjudge the relevance of visual information, risking the loss of crucial context in multimodal dialog systems.
Not every missing modality needs to be repaired for optimal sentiment analysis, and SIEVE learns to make this decision dynamically at the sample level.
