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Search All 2021 Events
23 Results
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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
Wed 9:00
Provably robust classification of adversarial examples with detection
Fatemeh Sheikholeslami · Ali Lotfi · Zico Kolter
Workshop
Heterogeneous Zero-Shot Federated Learning with New Classes for Audio Classification
Gautham Krishna Gudur · Satheesh Perepu
Spotlight
Wed 12:48
LambdaNetworks: Modeling long-range Interactions without Attention
Irwan Bello
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
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
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
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