Poster

Thu 9:00

Emergence of Hierarchical Layers in a Single Sheet of Self-Organizing Spiking Neurons
Paul Bertens · Seong-Whan Lee

Poster

Thu 9:00

A Classification of $G$-invariant Shallow Neural Networks
Devanshu Agrawal · James Ostrowski

Poster

Tue 14:00

Sequencer: Deep LSTM for Image Classification
Yuki Tatsunami · Masato Taki

Poster

Wed 14:00

Neural Network Architecture Beyond Width and Depth
Shijun Zhang · Zuowei Shen · Haizhao Yang

Poster

Thu 9:00

AutoST: Towards the Universal Modeling of Spatio-temporal Sequences
Jianxin Li · Shuai Zhang · Hui Xiong · Haoyi Zhou

Poster

Wed 14:00

DNA: Proximal Policy Optimization with a Dual Network Architecture
Matthew Aitchison · Penny Sweetser

Poster

Tue 14:00

The computational and learning benefits of Daleian neural networks
Adam Haber · Elad Schneidman

Workshop

Foundations of Attention Mechanisms in Deep Neural Network Architectures
Pierre Baldi · Roman Vershynin

Poster

Wed 14:00

On Embeddings for Numerical Features in Tabular Deep Learning
Yury Gorishniy · Ivan Rubachev · Artem Babenko

Poster

Thu 14:00

Transition to Linearity of General Neural Networks with Directed Acyclic Graph Architecture
Libin Zhu · Chaoyue Liu · Misha Belkin

Workshop

Towards architectural optimization of equivariant neural networks over subgroups
Kaitlin Maile · Dennis Wilson · Patrick Forré

Poster

Wed 9:00

Globally Gated Deep Linear Networks
Qianyi Li · Haim Sompolinsky