Skip to yearly menu bar Skip to main content


(10 events)   Timezone:  
Show all
Toggle Poster Visibility
Oral
Fri Jun 14 01:00 AM -- 01:20 AM (KST) @ Grand Ballroom
Neural Network Attributions: A Causal Perspective
In Interpretability
Aditya Chattopadhyay · Piyushi Manupriya · Anirban Sarkar · Vineeth N Balasubramanian
Oral
Fri Jun 14 01:20 AM -- 01:25 AM (KST) @ Grand Ballroom
Towards a Deep and Unified Understanding of Deep Neural Models in NLP
In Interpretability
Chaoyu Guan · Xiting Wang · Quanshi Zhang · Runjin Chen · Di He · Xing Xie
[ Slides] 
Oral
Fri Jun 14 01:25 AM -- 01:30 AM (KST) @ Grand Ballroom
Explaining Deep Neural Networks with a Polynomial Time Algorithm for Shapley Value Approximation
In Interpretability
Marco Ancona · Cengiz Oztireli · Markus Gross
[ Slides] 
Oral
Fri Jun 14 01:30 AM -- 01:35 AM (KST) @ Grand Ballroom
Functional Transparency for Structured Data: a Game-Theoretic Approach
In Interpretability
Guang-He Lee · Wengong Jin · David Alvarez-Melis · Tommi Jaakkola
[ Slides] 
Oral
Fri Jun 14 01:35 AM -- 01:40 AM (KST) @ Grand Ballroom
Exploring interpretable LSTM neural networks over multi-variable data
In Interpretability
Tian Guo · Tao Lin · Nino Antulov-Fantulin
[ Slides] 
Oral
Fri Jun 14 01:40 AM -- 02:00 AM (KST) @ Grand Ballroom
TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing
In Interpretability
Augustus Odena · Catherine Olsson · David Andersen · Ian Goodfellow
Oral
Fri Jun 14 02:00 AM -- 02:05 AM (KST) @ Grand Ballroom
Gaining Free or Low-Cost Interpretability with Interpretable Partial Substitute
In Interpretability
Tong Wang
[ Slides] 
Oral
Fri Jun 14 02:05 AM -- 02:10 AM (KST) @ Grand Ballroom
State-Regularized Recurrent Neural Networks
In Interpretability
Cheng Wang · Mathias Niepert
[ Slides] 
Oral
Fri Jun 14 02:10 AM -- 02:15 AM (KST) @ Grand Ballroom
Understanding Impacts of High-Order Loss Approximations and Features in Deep Learning Interpretation
In Interpretability
Sahil Singla · Eric Wallace · Shi Feng · Soheil Feizi
[ Slides] 
Oral
Fri Jun 14 02:15 AM -- 02:20 AM (KST) @ Grand Ballroom
On the Connection Between Adversarial Robustness and Saliency Map Interpretability
In Interpretability
Christian Etmann · Sebastian Lunz · Peter Maass · Carola-Bibiane Schönlieb
[ Slides]