Releases Pollen AI Atlas, a million-scale multimodal pollen microscopy dataset with expert-guided VLM captions and baseline benchmarks for recognition and cross-regional retrieval.
Simple Open-Vocabulary Object Detection, page 728–755
2 Pith papers cite this work. Polarity classification is still indexing.
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Backpropagated gradients from vision models predict higher visual cortex signals but diverge from brain hierarchies in spatial and temporal organization.
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Million-scale multimodal pollen microscopy with expert-guided foundation models
Releases Pollen AI Atlas, a million-scale multimodal pollen microscopy dataset with expert-guided VLM captions and baseline benchmarks for recognition and cross-regional retrieval.
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Misalignment Between Backpropagation and the Hierarchy of Brain Responses to Images
Backpropagated gradients from vision models predict higher visual cortex signals but diverge from brain hierarchies in spatial and temporal organization.