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arXiv
🗒Constraint-Based Regularization of Neural Networks.
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arXiv
🗒Interface learning of multiphysics and multiscale systems.
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arXiv
🗒Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distanc...
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arXiv
🗒On the origin of the quantum group symmetry in 3d quantum gravity.
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arXiv
🗒Catching them red-handed: Real-time Aggression Detection on Social Media.
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arXiv
🗒Is Network the Bottleneck of Distributed Training?.
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arXiv
🗒Rethinking Semi-Supervised Learning in VAEs.
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arXiv
🗒Towards Recurrent Autoregressive Flow Models.
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arXiv
🗒A block coordinate descent optimizer for classification problems exploiting convexity.
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arXiv
🗒MoFlow: An Invertible Flow Model for Generating Molecular Graphs.
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arXiv
🗒M2Net: Multi-modal Multi-channel Network for Overall Survival Time Prediction of Brain Tu...
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arXiv
🗒Interpreting the Latent Space of GANs via Correlation Analysis for Controllable Concept M...
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arXiv
🗒Fair Hierarchical Clustering.
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arXiv
🗒I-BERT: Inductive Generalization of Transformer to Arbitrary Context Lengths.
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arXiv
🗒STEAM: Self-Supervised Taxonomy Expansion with Mini-Paths.
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arXiv
🗒SEAL: Segment-wise Extractive-Abstractive Long-form Text Summarization.
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arXiv
🗒UV-Net: Learning from Curve-Networks and Solids.
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arXiv
🗒Record fusion: A learning approach.
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arXiv
🗒On the Role of Sparsity and DAG Constraints for Learning Linear DAGs.
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arXiv
🗒Head2Head++: Deep Facial Attributes Re-Targeting.
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arXiv
🗒Learning to Track Dynamic Targets in Partially Known Environments.
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