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Poster
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Mon 18:30 |
Demystifying Batch Normalization in ReLU Networks: Equivalent Convex Optimization Models and Implicit Regularization Tolga Ergen · Arda Sahiner · Batu Ozturkler · John M Pauly · Morteza Mardani · Mert Pilanci |
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Poster
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Mon 10:30 |
Graph-Augmented Normalizing Flows for Anomaly Detection of Multiple Time Series Enyan Dai · Jie Chen |
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Poster
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Wed 10:30 |
Generalized rectifier wavelet covariance models for texture synthesis Antoine Brochard · Sixin Zhang · Stéphane Mallat |
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Spotlight
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Mon 2:30 |
IntSGD: Adaptive Floatless Compression of Stochastic Gradients Konstantin Mishchenko · Bokun Wang · Dmitry Kovalev · Peter Richtarik |
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Poster
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Wed 2:30 |
Normalization of Language Embeddings for Cross-Lingual Alignment Prince Aboagye · Yan Zheng · Chin-Chia Michael Yeh · Junpeng Wang · Wei Zhang · Liang Wang · Hao Yang · Jeff Phillips |
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Spotlight
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Tue 2:30 |
Leveraging Automated Unit Tests for Unsupervised Code Translation Baptiste Roziere · Jie Zhang · François Charton · Mark Harman · Gabriel Synnaeve · Guillaume Lample |
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Poster
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Wed 2:30 |
Discrepancy-Based Active Learning for Domain Adaptation Antoine De mathelin · François Deheeger · Mathilde MOUGEOT · Nicolas Vayatis |
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Poster
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Thu 18:30 |
Gradient Matching for Domain Generalization Yuge Shi · Jeffrey Seely · Philip Torr · Siddharth N · Awni Hannun · Nicolas Usunier · Gabriel Synnaeve |
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Poster
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Thu 10:30 |
Divisive Feature Normalization Improves Image Recognition Performance in AlexNet Michelle Miller · SueYeon Chung · Ken Miller |
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Poster
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Tue 18:30 |
Should We Be Pre-training? An Argument for End-task Aware Training as an Alternative Lucio Dery · Paul Michel · Ameet Talwalkar · Graham Neubig |
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Poster
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Mon 10:30 |
A Tale of Two Flows: Cooperative Learning of Langevin Flow and Normalizing Flow Toward Energy-Based Model Jianwen Xie · yaxuan zhu · Jun Li · Ping Li |
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Poster
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Wed 2:30 |
Neural Link Prediction with Walk Pooling Liming Pan · Cheng Shi · Ivan Dokmanic |