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Poster
Tue 9:00 Gradient flow dynamics of shallow ReLU networks for square loss and orthogonal inputs
Etienne Boursier · Loucas PILLAUD-VIVIEN · Nicolas Flammarion
Poster
Tue 9:00 Dance of SNN and ANN: Solving binding problem by combining spike timing and reconstructive attention
Hao Zheng · Hui Lin · Rong Zhao · Luping Shi
Poster
Tue 14:00 MGNNI: Multiscale Graph Neural Networks with Implicit Layers
Juncheng Liu · Bryan Hooi · Kenji Kawaguchi · Xiaokui Xiao
Poster
Wed 9:00 Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations
Steffen Schotthöfer · Emanuele Zangrando · Jonas Kusch · Gianluca Ceruti · Francesco Tudisco
Poster
Wed 9:00 A time-resolved theory of information encoding in recurrent neural networks
Rainer Engelken · Sven Goedeke
Poster
Tue 9:00 Biologically plausible solutions for spiking networks with efficient coding
Veronika Koren · Stefano Panzeri
Poster
Combining Explicit and Implicit Regularization for Efficient Learning in Deep Networks
Dan Zhao
Poster
Thu 14:00 Learning to Configure Computer Networks with Neural Algorithmic Reasoning
Luca Beurer-Kellner · Martin Vechev · Laurent Vanbever · Petar Veličković
Poster
Tue 14:00 Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems
Abishek Thangamuthu · Gunjan Kumar · Suresh Bishnoi · Ravinder Bhattoo · N M Anoop Krishnan · Sayan Ranu
Workshop
Sat 9:25 Sheaf Attention Networks
Federico Barbero · Cristian Bodnar · Haitz Sáez de Ocáriz Borde · Pietro Lió
Workshop
Sheaf Attention Networks
Federico Barbero · Cristian Bodnar · Haitz Sáez de Ocáriz Borde · Pietro Lió
Poster
Wed 9:00 Globally Gated Deep Linear Networks
Qianyi Li · Haim Sompolinsky