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69 Results
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Poster
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Thu 9:00 |
Emergence of Hierarchical Layers in a Single Sheet of Self-Organizing Spiking Neurons Paul Bertens · Seong-Whan Lee |
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Workshop
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Graph Neural Networks for Multimodal Single-Cell Data Integration Hongzhi Wen · Jiayuan Ding · Wei Jin · Yiqi Wang · Yuying Xie · Jiliang Tang |
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Poster
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Wed 9:00 |
Two-layer neural network on infinite dimensional data: global optimization guarantee in the mean-field regime Naoki Nishikawa · Taiji Suzuki · Atsushi Nitanda · Denny Wu |
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Poster
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Wed 9:00 |
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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Poster
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Thu 14:00 |
Diffusion Curvature for Estimating Local Curvature in High Dimensional Data Dhananjay Bhaskar · Kincaid MacDonald · Oluwadamilola Fasina · Dawson Thomas · Bastian Rieck · Ian Adelstein · Smita Krishnaswamy |
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Workshop
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Generating physically-consistent high-resolution climate data with hard-constrained neural networks Paula Harder · Qidong Yang · Venkatesh Ramesh · Prasanna Sattigeri · Alex Hernandez-Garcia · Campbell Watson · Daniela Szwarcman · David Rolnick |
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Poster
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Wed 14:00 |
Analyzing Data-Centric Properties for Graph Contrastive Learning Puja Trivedi · Ekdeep S Lubana · Mark Heimann · Danai Koutra · Jayaraman Thiagarajan |
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Poster
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Tue 9:00 |
Learning to Reason with Neural Networks: Generalization, Unseen Data and Boolean Measures Emmanuel Abbe · Samy Bengio · Elisabetta Cornacchia · Jon Kleinberg · Aryo Lotfi · Maithra Raghu · Chiyuan Zhang |
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Poster
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Tue 14:00 |
Dual-discriminative Graph Neural Network for Imbalanced Graph-level Anomaly Detection GE ZHANG · Zhenyu Yang · Jia Wu · Jian Yang · Shan Xue · Hao Peng · Jianlin Su · Chuan Zhou · Quan Z. Sheng · Leman Akoglu · Charu Aggarwal |