The paper claims a four-layer Gestalt-based tower can replace attention in VQA and lift a 3B model to state-of-the-art spatial reasoning, but provides no reproducible method or consistent results.
Vlmo: Unified vision-language pre-training with mixture-of-modality- experts.Advances in Neural Information Processing Systems, 35:32897– 32912, 2022
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Dynamic Double Space Tower
The paper claims a four-layer Gestalt-based tower can replace attention in VQA and lift a 3B model to state-of-the-art spatial reasoning, but provides no reproducible method or consistent results.