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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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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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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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TA-GATES: An Encoding Scheme for Neural Network Architectures
Xuefei Ning · Zixuan Zhou · Junbo Zhao · Tianchen Zhao · Yiping Deng · Changcheng Tang · Shuang Liang · Huazhong Yang · Yu Wang
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Poster
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Wed 9:00
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BiMLP: Compact Binary Architectures for Vision Multi-Layer Perceptrons
Yixing Xu · Xinghao Chen · Yunhe Wang
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Workshop
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Fri 8:25
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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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DropCov: A Simple yet Effective Method for Improving Deep Architectures
Qilong Wang · Mingze Gao · Zhaolin Zhang · Jiangtao Xie · Peihua Li · Qinghua Hu
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Workshop
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Faster Attention Is What You Need: A Fast Self-Attention Neural Network Backbone Architecture for the Edge via Double-Condensing Attention Condensers
Alexander Wong · Mohammad Javad Shafiee · Saad Abbasi · Saeejith Nair · Mahmoud Famouri
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Workshop
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PDE-GCN: Novel Architectures for Graph Neural Networks Motivated by Partial Differential Equations
Moshe Eliasof · Eldad Haber · Eran Treister
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Workshop
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Faster Hyperparameter Search on Graphs via Calibrated Dataset Condensation
Mucong Ding · Xiaoyu Liu · Tahseen Rabbani · Furong Huang
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Panel
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Wed 17:15
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Panel 4B-1: Convolutional Neural Networks… & Uncovering the Structural…
Ruijia Wang · Mingguo He
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