Saarang Panchavati

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Scientific Discovery & Drug Design (1)Training Efficiency & Optimization (1)

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Uddhav Panchavati (1)Corey Arnold (1)William Speier (1)

Papers (1)

Mar 17, 2026

Saarang Panchavati +32w ago

Laya: A LeJEPA Approach to EEG via Latent Prediction over Reconstruction

Ditch signal reconstruction for EEG foundation models: LeJEPA-based Laya learns better, more transferable representations by predicting latent features instead.

Saarang Panchavati, Uddhav Panchavati, Corey Arnold +1

Architecture Design (Transformers, SSMs, MoE)Scientific Discovery & Drug Design Training Efficiency & Optimization

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Saarang Panchavati

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)