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Poster
Thu 7:00 Time-aware Large Kernel Convolutions
Vasileios Lioutas · Yuhong Guo
Poster
Wed 5:00 Learnable Group Transform For Time-Series
Romain Cosentino · Behnaam Aazhang
Poster
Wed 16:00 Unsupervised Transfer Learning for Spatiotemporal Predictive Networks
Zhiyu Yao · Yunbo Wang · Mingsheng Long · Jianmin Wang
Poster
Thu 14:00 Forecasting Sequential Data Using Consistent Koopman Autoencoders
Omri Azencot · N. Benjamin Erichson · Vanessa Lin · Michael Mahoney
Poster
Thu 6:00 Improving Transformer Optimization Through Better Initialization
Xiao Shi Huang · Felipe Perez · Jimmy Ba · Maksims Volkovs
Poster
Wed 13:00 Self-Attentive Hawkes Process
Qiang Zhang · Aldo Lipani · Omer Kirnap · Emine Yilmaz
Poster
Wed 12:00 Transformation of ReLU-based recurrent neural networks from discrete-time to continuous-time
Zahra Monfared · Daniel Durstewitz
Poster
Thu 6:00 Do RNN and LSTM have Long Memory?
Jingyu Zhao · Feiqing Huang · Jia Lv · Yanjie Duan · Zhen Qin · Guodong Li · Guangjian Tian
Poster
Thu 13:00 Towards non-parametric drift detection via Dynamic Adapting Window Independence Drift Detection (DAWIDD)
Fabian Hinder · André Artelt · CITEC Barbara Hammer
Poster
Thu 17:00 Self-Attentive Associative Memory
Hung Le · Truyen Tran · Svetha Venkatesh
Poster
Wed 14:00 VideoOneNet: Bidirectional Convolutional Recurrent OneNet with Trainable Data Steps for Video Processing
Zoltán Á. Milacski · Barnabás Póczos · Andras Lorincz
Poster
Thu 12:00 Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural Networks with Attention over Modules
Sarthak Mittal · Alex Lamb · Anirudh Goyal · Vikram Voleti · Murray Shanahan · Guillaume Lajoie · Michael Mozer · Yoshua Bengio