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Poster
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Wed 14:00 |
Causality Preserving Chaotic Transformation and Classification using Neurochaos Learning Harikrishnan N B · Aditi Kathpalia · Nithin Nagaraj |
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Poster
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Tue 14:00 |
Real-Valued Backpropagation is Unsuitable for Complex-Valued Neural Networks Zhi-Hao Tan · Yi Xie · Yuan Jiang · Zhi-Hua Zhou |
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Workshop
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Sat 7:50 |
Spotlight Talk - Multi-band Image Classification with Ultra-Lean Complex-Valued Models Utkarsh Singhal |
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Affinity Workshop
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Detecting Synthetic Opioids with NQR Spectroscopy and Complex-Valued Signal Denoising Amber Day · Natalie Klein · Michael Malone · Harris Mason · Sinead Williamson |
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Workshop
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Multi-band Image Classification with Ultra-Lean Complex-Valued Models Utkarsh Singhal · Stella Yu · Zackery Steck · Scott Kangas |
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Workshop
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Learning Dynamics and Structure of Complex Systems Using Graph Neural Networks Zhe Li · Andreas Tolias · Xaq Pitkow |
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Workshop
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Generalizing with overly complex representations Marina Dubova |
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Workshop
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Inferring molecular complexity from mass spectrometry data using machine learning Timothy Gebhard · Aaron C. Bell · Jian Gong · Jaden J. A. Hastings · George Fricke · Nathalie Cabrol · Scott Sandford · Michael Phillips · Kimberley Warren-Rhodes · Atilim Gunes Baydin |
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Affinity Workshop
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Explaining complex system of multivariate times series behavior Ikram Chraibi Kaadoud · Lina Fahed · Tian Tian · Yannis Haralambous · Philippe Lenca |
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Workshop
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See and Copy: Generation of complex compositional movements from modular and geometric RNN representations Sunny Duan · Mikail Khona · Adrian Bertagnoli · Sarthak Chandra · Ila Fiete |
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Affinity Workshop
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Trading off Utility, Informativeness, and Complexity in Emergent Communication Mycal Tucker · Julie A Shah · Roger Levy · Noga Zaslavsky |
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Workshop
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Sketch-GNN: Scalable Graph Neural Networks with Sublinear Training Complexity Mucong Ding · Tahseen Rabbani · Bang An · Evan Wang · Furong Huang |