Poster
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Wed 9:00
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A Causal View on Robustness of Neural Networks
Cheng Zhang · Kun Zhang · Yingzhen Li
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Poster
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Wed 9:00
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Network-to-Network Translation with Conditional Invertible Neural Networks
Robin Rombach · Patrick Esser · Bjorn Ommer
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Oral
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Wed 6:00
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Network-to-Network Translation with Conditional Invertible Neural Networks
Robin Rombach · Patrick Esser · Bjorn Ommer
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Poster
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Wed 9:00
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Compositional Generalization via Neural-Symbolic Stack Machines
Xinyun Chen · Chen Liang · Adams Wei Yu · Dawn Song · Denny Zhou
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Poster
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Tue 9:00
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Enabling certification of verification-agnostic networks via memory-efficient semidefinite programming
Sumanth Dathathri · Krishnamurthy Dvijotham · Alexey Kurakin · Aditi Raghunathan · Jonathan Uesato · Rudy Bunel · Shreya Shankar · Jacob Steinhardt · Ian Goodfellow · Percy Liang · Pushmeet Kohli
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Workshop
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Short-term PV output prediction using convolutional neural network: learning from an imbalanced sky images dataset via sampling and data augmentation
Yuhao Nie
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Workshop
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Poster 09: Sparse-input neural network augmentations for differentiable simulators
Eric Heiden · David Millard
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Poster
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Tue 9:00
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Knowledge Augmented Deep Neural Networks for Joint Facial Expression and Action Unit Recognition
Zijun Cui · Tengfei Song · Yuru Wang · Qiang Ji
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Workshop
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Fri 14:05
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Spotlight B-3: "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network"
Neeraj Wagh
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Workshop
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Meta-Learning Bayesian Neural Network Priors Based on PAC-Bayesian Theory
Jonas Rothfuss
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Poster
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Wed 9:00
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The Diversified Ensemble Neural Network
Shaofeng Zhang · Meng Liu · Junchi Yan
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Workshop
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Fri 8:30
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Quaternion Graph Neural Networks
Dai Quoc Nguyen · Tu Dinh Nguyen · Dinh Phung
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