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Poster
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Wed 1:00
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Explainable Deep One-Class Classification
Philipp Liznerski · Lukas Ruff · Robert A Vandermeulen · Billy J Franks · Marius Kloft · Klaus R Muller
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Spotlight
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Wed 12:48
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LambdaNetworks: Modeling long-range Interactions without Attention
Irwan Bello
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Poster
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Wed 9:00
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Provably robust classification of adversarial examples with detection
Fatemeh Sheikholeslami · Ali Lotfi · Zico Kolter
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Poster
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Tue 17:00
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A Discriminative Gaussian Mixture Model with Sparsity
Hideaki Hayashi · Seiichi Uchida
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Poster
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Mon 9:00
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Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections
Csaba Toth · Patric Bonnier · Harald Oberhauser
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Poster
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Mon 9:00
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LambdaNetworks: Modeling long-range Interactions without Attention
Irwan Bello
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Poster
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Wed 9:00
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Evaluation of Neural Architectures Trained With Square Loss vs Cross-Entropy in Classification Tasks
Like Hui · Misha Belkin
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Poster
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Mon 9:00
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PAC Confidence Predictions for Deep Neural Network Classifiers
Sangdon Park · Shuo Li · Insup Lee · Osbert Bastani
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Poster
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Mon 17:00
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Sequential Density Ratio Estimation for Simultaneous Optimization of Speed and Accuracy
Akinori Ebihara · Taiki Miyagawa · Kazuyuki Sakurai · Hitoshi Imaoka
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Poster
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Mon 9:00
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Uncertainty Sets for Image Classifiers using Conformal Prediction
Anastasios Angelopoulos · Stephen Bates · Michael Jordan · Jitendra Malik
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Poster
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Tue 1:00
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Deep Repulsive Clustering of Ordered Data Based on Order-Identity Decomposition
Seon-Ho Lee · Chang-Su Kim
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Spotlight
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Mon 13:20
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Uncertainty Sets for Image Classifiers using Conformal Prediction
Anastasios Angelopoulos · Stephen Bates · Michael Jordan · Jitendra Malik
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