V. S. Mohan

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Interpretability & Mechanistic Interp (1)Natural Language Processing (1)

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Vamshi Sunku Mohan (1)K. Gupta (1)Kaustubh Gupta (1)Aneesha Das (1)

Papers (1)

Feb 26, 2026

V. S. Mohan +72w ago

Interpreting and Steering State-Space Models via Activation Subspace Bottlenecks

Mamba models have hidden performance just waiting to be unlocked: simply scaling the activations of identified "bottleneck" subspaces boosts performance by over 8% across diverse tasks.

V. S. Mohan, Vamshi Sunku Mohan, K. Gupta +5

Architecture Design (Transformers, SSMs, MoE)Interpretability & Mechanistic Interp Natural Language Processing

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V. S. Mohan

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)