Distill AI
Researcher
Sizhen Niu
Southwest Petroleum University · 2 works
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- SOAR: Smooth Online Activation Routing for Stable Neural Learning from Evolving StreamsSizhen Niu · Open MIND · Dec 31, 2026
Online neural learning requires models that update after each incoming example, remain calibrated under distributional change, and avoid brittle gradient transmission. The original version of this work used a small static benchmark, a shall…
- SOAR: Smooth Online Activation Routing for Stable Neural Learning from Evolving StreamsSizhen Niu · Knowledge Commons (Lakehead University) · Dec 31, 2026
Online neural learning requires models that update after each incoming example, remain calibrated under distributional change, and avoid brittle gradient transmission. The original version of this work used a small static benchmark, a shall…
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