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Workshop
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Scalable Spatiotemporal Graph Neural Networks
Andrea Cini · Ivan Marisca · Filippo Maria Bianchi · Cesare Alippi
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Poster
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Tue 14:00
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The computational and learning benefits of Daleian neural networks
Adam Haber · Elad Schneidman
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Poster
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Wed 9:00
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A time-resolved theory of information encoding in recurrent neural networks
Rainer Engelken · Sven Goedeke
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Poster
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Tue 9:00
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Gradient flow dynamics of shallow ReLU networks for square loss and orthogonal inputs
Etienne Boursier · Loucas PILLAUD-VIVIEN · Nicolas Flammarion
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Poster
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Thu 14:00
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Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks
Minji Yoon · John Palowitch · Dustin Zelle · Ziniu Hu · Ruslan Salakhutdinov · Bryan Perozzi
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Poster
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Combining Explicit and Implicit Regularization for Efficient Learning in Deep Networks
Dan Zhao
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Poster
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Wed 9:00
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Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations
Steffen Schotthöfer · Emanuele Zangrando · Jonas Kusch · Gianluca Ceruti · Francesco Tudisco
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Poster
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Tue 9:00
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Dance of SNN and ANN: Solving binding problem by combining spike timing and reconstructive attention
Hao Zheng · Hui Lin · Rong Zhao · Luping Shi
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Poster
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Thu 14:00
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Learning to Configure Computer Networks with Neural Algorithmic Reasoning
Luca Beurer-Kellner · Martin Vechev · Laurent Vanbever · Petar Veličković
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Poster
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Wed 14:00
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MACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force Fields
Ilyes Batatia · David P Kovacs · Gregor Simm · Christoph Ortner · Gabor Csanyi
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Poster
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Tue 9:00
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Brain Network Transformer
Xuan Kan · Wei Dai · Hejie Cui · Zilong Zhang · Ying Guo · Carl Yang
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Poster
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Wed 9:00
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Gold-standard solutions to the Schrödinger equation using deep learning: How much physics do we need?
Leon Gerard · Michael Scherbela · Philipp Marquetand · Philipp Grohs
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