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cs.CV2026
Remember, Revisit, Revise: Scaffold Memory for Long-Horizon 3D Geometry
Soumick Sarker, Mengmi Zhang
Geometry foundation models estimate camera poses and 3D scene structure from video sequences, but maintaining consistent reconstructions over long horizons remains challenging. Fee…
cs.LG2026
Structural Interpretations of Protein Language Model Representations via Differentiable Graph Partitioning
Siddhant Dutta, Edward Tan Beng Wai, Soumick Sarker +2
Protein language models such as ESM-2 learn rich residue representations that achieve strong performance on protein function prediction, but their features remain difficult to inte…