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