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12 Results

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Poster
Thu 15:00 WITRAN: Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecasting
Yuxin Jia · Youfang Lin · Xinyan Hao · Yan Lin · Shengnan Guo · Huaiyu Wan
Workshop
Efficient Long-Range Transformers: You Need to Attend More, but Not Necessarily at Every Layer
Qingru Zhang · Dhananjay Ram · Cole Hawkins · Sheng Zha · Tuo Zhao
Workshop
Long-Range Neural Atom Learning for Molecular Graphs
Xuan Li · Zhanke Zhou · Jiangchao Yao · Yu Rong · Lu Zhang · Bo Han
Poster
Wed 8:45 Cognitive Steering in Deep Neural Networks via Long-Range Modulatory Feedback Connections
Talia Konkle · George Alvarez
Poster
Tue 15:15 MeGraph: Capturing Long-Range Interactions by Alternating Local and Hierarchical Aggregation on Multi-Scaled Graph Hierarchy
Honghua Dong · Jiawei Xu · Yu Yang · Rui Zhao · Shiwen Wu · Chun Yuan · Xiu Li · Chris Maddison · Lei Han
Poster
Tue 8:45 Online learning of long-range dependencies
Nicolas Zucchet · Robert Meier · Simon Schug · Asier Mujika · Joao Sacramento
Workshop
Higher-Order Expander Graph Propagation
Thomas Christie · Yu He
Poster
Tue 15:15 Convolutional State Space Models for Long-Range Spatiotemporal Modeling
Jimmy Smith · Shalini De Mello · Jan Kautz · Scott Linderman · Wonmin Byeon
Poster
Thu 8:45 Unlimiformer: Long-Range Transformers with Unlimited Length Input
Amanda Bertsch · Uri Alon · Graham Neubig · Matthew Gormley
Poster
Tue 15:15 Differentiable and Stable Long-Range Tracking of Multiple Posterior Modes
Ali Younis · Erik Sudderth
Poster
Tue 8:45 HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution
Eric Nguyen · Michael Poli · Marjan Faizi · Armin Thomas · Michael Wornow · Callum Birch-Sykes · Stefano Massaroli · Aman Patel · Clayton Rabideau · Yoshua Bengio · Stefano Ermon · Christopher Ré · Stephen Baccus
Poster
Wed 8:45 Active Learning-Based Species Range Estimation
Christian Lange · Elijah Cole · Grant Van Horn · Grant Horn · Oisin Mac Aodha