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199 Results
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Poster
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Wed 2:30 |
A Johnson-Lindenstrauss Framework for Randomly Initialized CNNs Ido Nachum · Jan Hązła · Michael Gastpar · Anatoly Khina |
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Poster
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Tue 2:30 |
Simple GNN Regularisation for 3D Molecular Property Prediction and Beyond Jonathan Godwin · Michael Schaarschmidt · Alexander Gaunt · Alvaro Sanchez Gonzalez · Yulia Rubanova · Petar Veličković · James Kirkpatrick · Peter Battaglia |
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Poster
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Tue 10:30 |
Predicting Physics in Mesh-reduced Space with Temporal Attention XU HAN · Han Gao · Tobias Pfaff · Jian-Xun Wang · Liping Liu |
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Poster
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Wed 2:30 |
Learnability of convolutional neural networks for infinite dimensional input via mixed and anisotropic smoothness Sho Okumoto · Taiji Suzuki |
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Poster
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Wed 18:30 |
Neural Networks as Kernel Learners: The Silent Alignment Effect Alexander Atanasov · Blake Bordelon · Cengiz Pehlevan |
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Poster
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Mon 18:30 |
Equivariant Transformers for Neural Network based Molecular Potentials Philipp Thölke · Gianni De Fabritiis |
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Poster
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Mon 18:30 |
Automated Self-Supervised Learning for Graphs Wei Jin · Xiaorui Liu · Xiangyu Zhao · Yao Ma · Neil Shah · Jiliang Tang |
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Poster
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Mon 18:30 |
Towards Evaluating the Robustness of Neural Networks Learned by Transduction Jiefeng Chen · Xi Wu · Yang Guo · Yingyu Liang · Somesh Jha |
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Poster
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Thu 10:30 |
Query Embedding on Hyper-Relational Knowledge Graphs Dimitrios Alivanistos · Max Berrendorf · Michael Cochez · Mikhail Galkin |
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Poster
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Mon 2:30 |
Steerable Partial Differential Operators for Equivariant Neural Networks Erik Jenner · Maurice Weiler |
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Poster
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Tue 10:30 |
Independent SE(3)-Equivariant Models for End-to-End Rigid Protein Docking Octavian Ganea · xinyuan huang · Charlotte Bunne · Yatao Bian · Regina Barzilay · Tommi Jaakkola · Andreas Krause |
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Poster
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Mon 2:30 |
The Role of Permutation Invariance in Linear Mode Connectivity of Neural Networks Rahim Entezari · Hanie Sedghi · Olga Saukh · Behnam Neyshabur |