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Poster
Wed 1:00 Explainable Deep One-Class Classification
Philipp Liznerski · Lukas Ruff · Robert A Vandermeulen · Billy J Franks · Marius Kloft · Klaus R Muller
Poster
Wed 17:00 Learning and Evaluating Representations for Deep One-Class Classification
Kihyuk Sohn · Chun-Liang Li · Jinsung Yoon · Minho Jin · Tomas Pfister
Workshop
What is Wrong with One-Class Anomaly Detection?
JuneKyu Park
Poster
Mon 9:00 LambdaNetworks: Modeling long-range Interactions without Attention
Irwan Bello
Poster
Thu 17:00 How Much Over-parameterization Is Sufficient to Learn Deep ReLU Networks?
Zixiang Chen · Yuan Cao · Difan Zou · Quanquan Gu
Poster
Wed 9:00 Provably robust classification of adversarial examples with detection
Fatemeh Sheikholeslami · Ali Lotfi · Zico Kolter
Poster
Mon 9:00 Predicting Classification Accuracy When Adding New Unobserved Classes
Yuli Slavutsky · Yuval Benjamini
Workshop
Fri 6:34 Min-Entropy Sampling Might Lead to Better Generalization in Deep Text Classification, Nimrah Shakeel
Nimrah Shakeel
Spotlight
Wed 12:48 LambdaNetworks: Modeling long-range Interactions without Attention
Irwan Bello
Workshop
Heterogeneous Zero-Shot Federated Learning with New Classes for Audio Classification
Gautham Krishna Gudur · Satheesh Perepu
Poster
Thu 9:00 Bayesian Few-Shot Classification with One-vs-Each Pólya-Gamma Augmented Gaussian Processes
Jake Snell · Richard Zemel
Poster
Thu 9:00 Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning
Kanil Patel · William H Beluch · Bin Yang · Michael Pfeiffer · Dan Zhang