1 citations · 1 across the 4 of their papers we have counts for
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OpenMidnight: Closing the Performance Gap Between Open and Proprietary Pathology Foundation Models
Ratna Sagari Grandhi, Anis Chihoub, Ryan Kim +15
Pathology foundation models offer transferable representations for a range of downstream tasks in computational pathology, but reliance on proprietary data, substantial compute req…
SWE-Marathon: Can Agents Autonomously Complete Ultra-Long-Horizon Software Work?
Rishi Desai, Jesse Hu, Joan Cabezas +23
AI agents are increasingly expected to complete long-horizon workflows that require sustained progress over hours, millions of tokens, and complex environments. Yet current agent b…
Echelon: Auditable Aggregate-Only Language-Model Adaptation Across Privacy Boundaries
Hina Dixit, Punit Kumar, Irene Tenison +1
Cross-organization language-model adaptation increasingly faces hard governance constraints: in many deployments, device-level model state-parameters, activations, optimizer state,…