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36 Results

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Poster
Tue 9:00 Distinguishing Learning Rules with Brain Machine Interfaces
Jacob Portes · Christian Schmid · James M Murray
Workshop
Sat 6:30 Machine Learning in Structural Biology Workshop
Roshan Rao · Jonas Adler · Namrata Anand · John Ingraham · Sergey Ovchinnikov · Ellen Zhong
Panel
Wed 10:00 Panel 3C-5: Biologically-Plausible Determinant Maximization… & What's the Harm? ...
Bariscan Bozkurt · Nathan Kallus
Poster
Thu 14:00 Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators
Yuhan Helena Liu · Stephen Smith · Stefan Mihalas · Eric Shea-Brown · Uygar Sümbül
Workshop
Membrane and microtubule rapid instance segmentation with dimensionless instance segmentation by learning graph representations of point clouds
Robert Kiewisz · Tristan Bepler
Poster
Wed 14:00 Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules
Yuhan Helena Liu · Arna Ghosh · Blake Richards · Eric Shea-Brown · Guillaume Lajoie
Poster
Tue 14:00 Learning Structure from the Ground up---Hierarchical Representation Learning by Chunking
Shuchen Wu · Noemi Elteto · Ishita Dasgupta · Eric Schulz
Poster
Wed 14:00 The least-control principle for local learning at equilibrium
Alexander Meulemans · Nicolas Zucchet · Seijin Kobayashi · Johannes von Oswald · João Sacramento
Workshop
PropertyDAG: Multi-objective Bayesian optimization of partially ordered, mixed-variable properties for biological sequence design
Ji Won Park · Samuel Stanton · Saeed Saremi · Andrew Watkins · Stephen Ra · Vladimir Gligorijevic · Kyunghyun Cho · Richard Bonneau
Workshop
Deep Surrogate Docking: Accelerating Automated Drug Discovery with Graph Neural Networks
Ryien Hosseini · Filippo Simini · Austin Clyde · Arvind Ramanathan
Poster
Wed 14:00 Cross-Linked Unified Embedding for cross-modality representation learning
Xinming Tu · Zhi-Jie Cao · xia chenrui · Sara Mostafavi · Ge Gao
Workshop
Leveraging Episodic Memory to Improve World Models for Reinforcement Learning
Julian Coda-Forno · Changmin Yu · Qinghai Guo · Zafeirios Fountas · Neil Burgess