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Temporal State Prediction
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Frozen V-JEPA-2 predicts cell-cycle state in microscopy
AI & ML interests
Playground for the intersection of AI, robotics and biology
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Research org reference implementations of biomechanical tasks on foundation models for microscopy data. Current work: cell segmentation, detection, and captioning pipelines, deployed via Modal with a feedback loop for RL.
models 6
DnaRnaProteins/SmolVLM-256M-PneumoniaMNIST-lora
Updated
DnaRnaProteins/unet-bilstm-cell-cycle-baseline
Video Classification • Updated • 4
DnaRnaProteins/vjepa2-cell-cycle-vit-l
Video Classification • Updated
DnaRnaProteins/qwen2.5-vl-7b-cells-cap
Image-to-Text • 8B • Updated • 1
DnaRnaProteins/sam2-cells-seg
Image Segmentation • Updated • 4
DnaRnaProteins/qwen2.5-vl-3b-cells-det
Object Detection • 4B • Updated • 4