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268 Results
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Poster
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Fri 11:00 |
On Feature Learning in Structured State Space Models Leena Chennuru Vankadara · Jin Xu · Moritz Haas · Volkan Cevher |
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Poster
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Thu 11:00 |
Theoretical Foundations of Deep Selective State-Space Models Nicola Muca Cirone · Antonio Orvieto · Benjamin Walker · Cristopher Salvi · Terry Lyons |
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Poster
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Thu 16:30 |
eXponential FAmily Dynamical Systems (XFADS): Large-scale nonlinear Gaussian state-space modeling Matthew Dowling · Yuan Zhao · Memming Park |
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Poster
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Wed 11:00 |
Physics-Informed Variational State-Space Gaussian Processes Oliver Hamelijnck · Arno Solin · Theodoros Damoulas |
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Workshop
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Sat 11:30 |
Sparsified State-Space Models are Efficient Highway Networks Woomin Song · Jihoon Tack · Sangwoo Mo · Seunghyuk Oh · Jinwoo Shin |
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Workshop
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Reimagining Time Series Foundation Models: Metadata and State-Space Model Perspectives Pengrui Quan · Ozan Mulayim · Liying Han · Dezhi Hong · Mario Berges · Mani Srivastava |
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Workshop
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Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues Riccardo Grazzi · Julien Siems · Jörg Franke · Arber Zela · Frank Hutter · Massimiliano Pontil |
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Workshop
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Sat 15:00 |
Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues Riccardo Grazzi · Julien Siems · Jörg Franke · Arber Zela · Frank Hutter · Massimiliano Pontil |
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Poster
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Wed 11:00 |
Taming "data-hungry" reinforcement learning? Stability in continuous state-action spaces Yaqi Duan · Martin Wainwright |
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Poster
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Thu 16:30 |
Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers Sukjun Hwang · Aakash Sunil Lahoti · Ratish Puduppully · Tri Dao · Albert Gu |
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Poster
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Thu 11:00 |
Exploring Adversarial Robustness of Deep State Space Models Biqing Qi · Yiang Luo · Junqi Gao · Pengfei Li · Kai Tian · Zhiyuan Ma · Bowen Zhou |
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Poster
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Fri 16:30 |
MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space Models Zunnan Xu · Yukang Lin · Haonan Han · Sicheng Yang · Ronghui Li · Yachao Zhang · Xiu Li |