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Poster
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Thu 9:00
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Emergence of Hierarchical Layers in a Single Sheet of Self-Organizing Spiking Neurons
Paul Bertens · Seong-Whan Lee
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Poster
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Thu 9:00
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A Classification of G-invariant Shallow Neural Networks
Devanshu Agrawal · James Ostrowski
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Poster
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Tue 14:00
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Sequencer: Deep LSTM for Image Classification
Yuki Tatsunami · Masato Taki
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Poster
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Wed 14:00
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Neural Network Architecture Beyond Width and Depth
Shijun Zhang · Zuowei Shen · Haizhao Yang
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Poster
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Thu 9:00
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AutoST: Towards the Universal Modeling of Spatio-temporal Sequences
Jianxin Li · Shuai Zhang · Hui Xiong · Haoyi Zhou
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Poster
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Tue 14:00
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The computational and learning benefits of Daleian neural networks
Adam Haber · Elad Schneidman
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Poster
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Wed 14:00
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DNA: Proximal Policy Optimization with a Dual Network Architecture
Matthew Aitchison · Penny Sweetser
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Workshop
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Foundations of Attention Mechanisms in Deep Neural Network Architectures
Pierre Baldi · Roman Vershynin
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Poster
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Wed 14:00
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On Embeddings for Numerical Features in Tabular Deep Learning
Yury Gorishniy · Ivan Rubachev · Artem Babenko
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Poster
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Thu 14:00
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Transition to Linearity of General Neural Networks with Directed Acyclic Graph Architecture
Libin Zhu · Chaoyue Liu · Misha Belkin
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Workshop
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Towards architectural optimization of equivariant neural networks over subgroups
Kaitlin Maile · Dennis Wilson · Patrick Forré
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Poster
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Wed 9:00
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Globally Gated Deep Linear Networks
Qianyi Li · Haim Sompolinsky
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