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Poster
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Tue 7:30
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Conformal Prediction via Regression-as-Classification
Etash Guha · Shlok Natarajan · Thomas Möllenhoff · Mohammad Emtiyaz Khan · Eugene Ndiaye
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Workshop
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Squeezing Lemons with Hammers: An Evaluation of AutoML and Tabular Deep Learning for Data-Scarce Classification Applications
Ricardo Knauer · Erik Rodner
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Workshop
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Neural Langevin-type Stochastic Differential Equations for Astronomical time series Classification under Irregular Observations
YongKyung Oh · Seungsu Kam · Dongyoung Lim · Sungil Kim
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Workshop
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Feedback-guided Data Synthesis for Imbalanced Classification
Reyhane Askari Hemmat · Mohammad Pezeshki · Florian Bordes · Michal Drozdzal · Adriana Romero-Soriano
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Workshop
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RNA-Protein Interaction Classification via Sequence Embeddings
Dominika Matus · Frederic Runge · Jörg Franke · Lars Gerne · Michael Uhl · Frank Hutter · Rolf Backofen
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Workshop
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Sat 2:40
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DARKIN: A zero-shot classification benchmark and an evaluation of protein language models
Emine Ayşe Sunar · Zeynep Işık · Mert Pekey · Ramazan Gokberk Cinbis · Oznur Tastan
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Workshop
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Sharpness-Aware Minimization (SAM) Improves Classification Accuracy of Bacterial Raman Spectral Data Enabling Portable Diagnostics
Kaitlin Zareno · Jarett Dewbury · Siamak Sorooshyari · Hossein Mobahi · Loza Tadesse
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Workshop
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Integrating physics deductive biases into learning for hyperspectral classification
Romain Thoreau
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Workshop
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Select High-Level Features: Efficient Experts from a Hierarchical Classification Network
Andre Kelm · Niels Hannemann · Bruno Heberle · Lucas Schmidt · Tim Rolff · Christian Wilms · Ehsan Yaghoubi · Simone Frintrop
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Workshop
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Sat 2:35
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Squeezing Lemons with Hammers: An Evaluation of AutoML and Tabular Deep Learning for Data-Scarce Classification Applications
Ricardo Knauer
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Workshop
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Conditional Diffusion Models as Self-supervised Learning Backbone for Irregular Time Series
Hamed Shirzad · Ruizhi Deng · He Zhao · Frederick Tung
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Workshop
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Self-Supervised Open-Ended Classification with Small Visual Language Models
Mohammad Mahdi Derakhshani · Ivona Najdenkoska · Cees G Snoek · Marcel Worring · Yuki Asano
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