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recurrent neural network

2 papers across 2 sessions

Poster Session 3

1 paper
Thursday, December 4, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Fixed-Point RNNs: Interpolating from Diagonal to Dense
#3402 Spotlight · Sajad Movahedi, Felix Sarnthein, Nicola Muca Cirone, Antonio Orvieto

We introduce the Fixed-Point RNN framework to solve state-tracking tasks by parameterizing the state transition matrix as implicitly dense.

Poster Session 6

1 paper
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Measuring and Controlling Solution Degeneracy across Task-Trained Recurrent Neural Networks
#2001 Spotlight · Ann Huang, Satpreet Harcharan Singh, Flavio Martinelli, Kanaka Rajan