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Affinity Event
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Test-Time Adaptation with State-Space Models
Mona Schirmer
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Workshop
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Sun 13:30
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Conditional Generative Modeling on Discrete State Spaces
Jennifer Listgarten
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Poster
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Wed 16:30
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Structural Inference of Dynamical Systems with Conjoined State Space Models
Aoran Wang · Jun Pang
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Workshop
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Efficient Time Series Processing for Transformers and State-Space Models through Token Merging
Leon Götz · Marcel Kollovieh · Stephan Günnemann · Leo Schwinn
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Poster
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Thu 16:30
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Gated Inference Network: Inference and Learning State-Space Models
Hamidreza Hashempoorikderi · Wan Choi
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Workshop
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TabFlex: Scaling Tabular Learning to Millions with Linear Attention
Yuchen Zeng · Wonjun Kang · Andreas Mueller
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Poster
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Fri 11:00
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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
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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
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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
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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
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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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