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Spotlight
Wed Jul 20 05:15 AM -- 05:20 AM (KST) @ Room 301 - 303
Bayesian Nonparametric Learning for Point Processes with Spatial Homogeneity: A Spatial Analysis of NBA Shot Locations
In APP: Neuroscience, Cognitive Science
Fan Yin · Jieying Jiao · Jun Yan · Guanyu Hu
Spotlight
Wed Jul 20 05:20 AM -- 05:25 AM (KST) @ Room 301 - 303
On the Effects of Artificial Data Modification
In APP: Neuroscience, Cognitive Science
Antonia Marcu · Adam Prugel-Bennett
Spotlight
Wed Jul 20 05:25 AM -- 05:30 AM (KST) @ Room 301 - 303
Deep Squared Euclidean Approximation to the Levenshtein Distance for DNA Storage
In APP: Neuroscience, Cognitive Science
Alan J.X. Guo · Cong Liang · Qing-Hu Hou
Spotlight
Wed Jul 20 05:30 AM -- 05:35 AM (KST) @ Room 301 - 303
How Faithful is your Synthetic Data? Sample-level Metrics for Evaluating and Auditing Generative Models
In APP: Neuroscience, Cognitive Science
Ahmed Alaa · Boris van Breugel · Evgeny S. Saveliev · Mihaela van der Schaar
Spotlight
Wed Jul 20 05:35 AM -- 05:40 AM (KST) @ Room 301 - 303
Error-driven Input Modulation: Solving the Credit Assignment Problem without a Backward Pass
In APP: Neuroscience, Cognitive Science
Giorgia Dellaferrera · Gabriel Kreiman
Spotlight
Wed Jul 20 05:40 AM -- 05:45 AM (KST) @ Room 301 - 303
How to Train Your Wide Neural Network Without Backprop: An Input-Weight Alignment Perspective
In APP: Neuroscience, Cognitive Science
Akhilan Boopathy · Ila R. Fiete
Oral
Wed Jul 20 05:45 AM -- 06:05 AM (KST) @ Room 301 - 303 None
Contrastive Mixture of Posteriors for Counterfactual Inference, Data Integration and Fairness
In APP: Neuroscience, Cognitive Science
Adam Foster · Arpi Vezer · Craig Glastonbury · Páidí Creed · Sam Abujudeh · Aaron Sim
Spotlight
Wed Jul 20 06:05 AM -- 06:10 AM (KST) @ Room 301 - 303
Describing Differences between Text Distributions with Natural Language
In APP: Neuroscience, Cognitive Science
Ruiqi Zhong · Charlie Snell · Dan Klein · Jacob Steinhardt
Spotlight
Wed Jul 20 06:10 AM -- 06:15 AM (KST) @ Room 301 - 303
Distinguishing rule- and exemplar-based generalization in learning systems
In APP: Neuroscience, Cognitive Science
Ishita Dasgupta · Erin Grant · Thomas Griffiths
Spotlight
Wed Jul 20 06:15 AM -- 06:20 AM (KST) @ Room 301 - 303
Burst-Dependent Plasticity and Dendritic Amplification Support Target-Based Learning and Hierarchical Imitation Learning
In APP: Neuroscience, Cognitive Science
Cristiano Capone · Cosimo Lupo · Paolo Muratore · Pier Stanislao Paolucci
Spotlight
Wed Jul 20 06:20 AM -- 06:25 AM (KST) @ Room 301 - 303
A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications
In APP: Neuroscience, Cognitive Science
Lukas Wolf · Ard Kastrati · Martyna Plomecka · Jieming Li · Dustin Klebe · Alexander Veicht · Roger Wattenhofer · Nicolas Langer
Spotlight
Wed Jul 20 06:25 AM -- 06:30 AM (KST) @ Room 301 - 303
Minimizing Control for Credit Assignment with Strong Feedback
In APP: Neuroscience, Cognitive Science
Alexander Meulemans · Matilde Tristany Farinha · Maria Cervera · João Sacramento · Benjamin F. Grewe
Spotlight
Wed Jul 20 06:30 AM -- 06:35 AM (KST) @ Room 301 - 303
Self-Supervised Models of Audio Effectively Explain Human Cortical Responses to Speech
In APP: Neuroscience, Cognitive Science
Aditya Vaidya · Shailee Jain · Alexander Huth
Spotlight
Wed Jul 20 06:35 AM -- 06:40 AM (KST) @ Room 301 - 303
Towards Scaling Difference Target Propagation by Learning Backprop Targets
In APP: Neuroscience, Cognitive Science
Maxence ERNOULT · Fabrice Normandin · Abhinav Moudgil · Sean Spinney · Eugene Belilovsky · Irina Rish · Blake Richards · Yoshua Bengio
Spotlight
Wed Jul 20 06:40 AM -- 06:45 AM (KST) @ Room 301 - 303
Content Addressable Memory Without Catastrophic Forgetting by Heteroassociation with a Fixed Scaffold
In APP: Neuroscience, Cognitive Science
Sugandha Sharma · Sarthak Chandra · Ila R. Fiete