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20 Results
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Poster
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Tue 14:30 |
INVASE: Instance-wise Variable Selection using Neural Networks Jinsung Yoon · James Jordon · Mihaela Schaar |
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Oral
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Thu 8:00 |
The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision Jiayuan Mao · Chuang Gan · Pushmeet Kohli · Joshua B Tenenbaum · Jiajun Wu |
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Poster
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Thu 9:00 |
RNNs implicitly implement tensor-product representations Tom McCoy · Tal Linzen · Ewan Dunbar · Paul Smolensky |
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Poster
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Tue 9:00 |
Explaining Image Classifiers by Counterfactual Generation Chun-Hao Chang · Elliot Creager · Anna Goldenberg · David Duvenaud |
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Poster
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Thu 9:00 |
Discovery of Natural Language Concepts in Individual Units of CNNs Seil Na · Yo Joong Choe · Dong-Hyun Lee · Gunhee Kim |
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Poster
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Tue 9:00 |
GAN Dissection: Visualizing and Understanding Generative Adversarial Networks David Bau · Jun-Yan Zhu · Hendrik Strobelt · Bolei Zhou · Joshua Tenenbaum · William Freeman · Antonio Torralba |
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Poster
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Thu 9:00 |
Learning Finite State Representations of Recurrent Policy Networks Anurag Koul · Alan Fern · Samuel Greydanus |
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Poster
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Tue 14:30 |
L-Shapley and C-Shapley: Efficient Model Interpretation for Structured Data Jianbo Chen · Le Song · Martin Wainwright · Michael Jordan |
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Poster
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Wed 14:30 |
Towards Robust, Locally Linear Deep Networks Guang-He Lee · David Alvarez-Melis · Tommi Jaakkola |
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Poster
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Tue 14:30 |
Structured Adversarial Attack: Towards General Implementation and Better Interpretability Kaidi Xu · Sijia Liu · Pu Zhao · Pin-Yu Chen · Huan Zhang · Quanfu Fan · Deniz Erdogmus · Yanzhi Wang · Xue Lin |
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Poster
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Thu 9:00 |
The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision Jiayuan Mao · Chuang Gan · Pushmeet Kohli · Joshua B Tenenbaum · Jiajun Wu |
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Poster
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Tue 14:30 |
Boosting Robustness Certification of Neural Networks Gagandeep Singh · Timon Gehr · Markus Püschel · Martin Vechev |