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Oral
Thu Dec 10 06:00 AM -- 06:15 AM (PST) @ Orals & Spotlights: Deep Learning
A shooting formulation of deep learning
In Orals & Spotlights Track 28: Deep Learning
François-Xavier Vialard · Roland Kwitt · Susan Wei · Marc Niethammer
[ Paper ]
Oral
Thu Dec 10 06:15 AM -- 06:30 AM (PST) @ Orals & Spotlights: Deep Learning
On the training dynamics of deep networks with $L_2$ regularization
In Orals & Spotlights Track 28: Deep Learning
Aitor Lewkowycz · Guy Gur-Ari
[ Paper ]
Oral
Thu Dec 10 06:30 AM -- 06:45 AM (PST) @ Orals & Spotlights: Deep Learning
Compositional Explanations of Neurons
In Orals & Spotlights Track 28: Deep Learning
Jesse Mu · Jacob Andreas
[ Paper ]
Break
Thu Dec 10 06:45 AM -- 07:00 AM (PST)
Break
In Orals & Spotlights Track 28: Deep Learning
Spotlight
Thu Dec 10 07:00 AM -- 07:10 AM (PST) @ Orals & Spotlights: Deep Learning
Simplifying Hamiltonian and Lagrangian Neural Networks via Explicit Constraints
In Orals & Spotlights Track 28: Deep Learning
Marc Finzi · Ke Alexander Wang · Andrew Wilson
[ Paper ]
Spotlight
Thu Dec 10 07:10 AM -- 07:20 AM (PST) @ Orals & Spotlights: Deep Learning
On Power Laws in Deep Ensembles
In Orals & Spotlights Track 28: Deep Learning
Ekaterina Lobacheva · Nadezhda Chirkova · Maxim Kodryan · Dmitry Vetrov
[ Paper ]
Spotlight
Thu Dec 10 07:20 AM -- 07:30 AM (PST) @ Orals & Spotlights: Deep Learning
Learning the Geometry of Wave-Based Imaging
In Orals & Spotlights Track 28: Deep Learning
Konik Kothari · Maarten de Hoop · Ivan Dokmanić
[ Paper ]
Spotlight
Thu Dec 10 07:30 AM -- 07:40 AM (PST) @ Orals & Spotlights: Deep Learning
The Surprising Simplicity of the Early-Time Learning Dynamics of Neural Networks
In Orals & Spotlights Track 28: Deep Learning
Wei Hu · Lechao Xiao · Ben Adlam · Jeffrey Pennington
[ Paper ]
Q&A
Thu Dec 10 07:40 AM -- 07:50 AM (PST)
Joint Q&A for Preceeding Spotlights
In Orals & Spotlights Track 28: Deep Learning
Spotlight
Thu Dec 10 07:50 AM -- 08:00 AM (PST) @ Orals & Spotlights: Deep Learning
Sparse and Continuous Attention Mechanisms
In Orals & Spotlights Track 28: Deep Learning
André Martins · António Farinhas · Marcos Treviso · Vlad Niculae · Pedro Aguiar · Mario Figueiredo
[ Paper ]
Spotlight
Thu Dec 10 08:00 AM -- 08:10 AM (PST) @ Orals & Spotlights: Deep Learning
Temporal Spike Sequence Learning via Backpropagation for Deep Spiking Neural Networks
In Orals & Spotlights Track 28: Deep Learning
Wenrui Zhang · Peng Li
[ Paper ]
Spotlight
Thu Dec 10 08:10 AM -- 08:20 AM (PST) @ Orals & Spotlights: Deep Learning
Directional convergence and alignment in deep learning
In Orals & Spotlights Track 28: Deep Learning
Ziwei Ji · Matus Telgarsky
[ Paper ]
Spotlight
Thu Dec 10 08:20 AM -- 08:30 AM (PST) @ Orals & Spotlights: Deep Learning
Neural Controlled Differential Equations for Irregular Time Series
In Orals & Spotlights Track 28: Deep Learning
Patrick Kidger · James Morrill · James Foster · Terry Lyons
[ Paper ]
Q&A
Thu Dec 10 08:30 AM -- 08:40 AM (PST)
Joint Q&A for Preceeding Spotlights
In Orals & Spotlights Track 28: Deep Learning
Break
Thu Dec 10 08:40 AM -- 09:00 AM (PST)
Break
In Orals & Spotlights Track 28: Deep Learning