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38 Results
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Poster
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Wed 17:00 |
BERTology Meets Biology: Interpreting Attention in Protein Language Models Jesse Vig · Ali Madani · Lav R Varshney · Caiming Xiong · Richard Socher · Nazneen Rajani |
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Poster
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Mon 1:00 |
Rethinking the Role of Gradient-based Attribution Methods for Model Interpretability Suraj Srinivas · François Fleuret |
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Poster
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Mon 1:00 |
A Unified Approach to Interpreting and Boosting Adversarial Transferability Xin Wang · Jie Ren · Shuyun Lin · Xiangming Zhu · Yisen Wang · Quanshi Zhang |
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Spotlight
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Tue 3:25 |
Interpreting Graph Neural Networks for NLP With Differentiable Edge Masking Michael Schlichtkrull · Nicola De Cao · Ivan Titov |
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Poster
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Mon 9:00 |
Using latent space regression to analyze and leverage compositionality in GANs Lucy Chai · Jonas Wulff · Phillip Isola |
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Poster
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Wed 9:00 |
Interpreting Graph Neural Networks for NLP With Differentiable Edge Masking Michael Schlichtkrull · Nicola De Cao · Ivan Titov |
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Poster
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Mon 9:00 |
Selectivity considered harmful: evaluating the causal impact of class selectivity in DNNs Matthew Leavitt · Ari Morcos |
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Poster
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Wed 1:00 |
Explaining by Imitating: Understanding Decisions by Interpretable Policy Learning Alihan Hüyük · Daniel Jarrett · Cem Tekin · Mihaela van der Schaar |
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Poster
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Tue 9:00 |
Getting a CLUE: A Method for Explaining Uncertainty Estimates Javier Antorán · Umang Bhatt · Tameem Adel · Adrian Weller · José Miguel Hernández Lobato |
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Poster
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Tue 17:00 |
Debiasing Concept-based Explanations with Causal Analysis Mohammad Taha Bahadori · David Heckerman |
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Poster
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Wed 9:00 |
Property Controllable Variational Autoencoder via Invertible Mutual Dependence Xiaojie Guo · Yuanqi Du · Liang Zhao |
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Poster
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Thu 17:00 |
Convex Regularization behind Neural Reconstruction Arda Sahiner · Morteza Mardani · Batu Ozturkler · Mert Pilanci · John M Pauly |