conftrace_

Shida Wang

3 papers · 2023–2024 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

ICLR (1) ICML (1) NIPS (1)

Top co-authors

Qianxiao Li (2) Beichen Xue (1) Zhong Li (1)

Keywords

sequence modeling (1) state-space model (1) universal approximator (1) neural network (1) layer-wise nonlinearity (1) exponential decaying memory (1)

Papers

Inverse Approximation Theory for Nonlinear Recurrent Neural Networks ICLR 2024 StableSSM: Alleviating the Curse of Memory in State-space Models through Stable Reparameterization ICML 2024 State-space models with layer-wise nonlinearity are universal approximators with exponential decaying memory NIPS 2023