Interpretability

Detecting Interactions from Neural Networks via Topological Analysis NeurIPS 2020 Determining the Possibility of Transfer Learning in Deep Reinforcement Learning Using Grad-CAM (Student Abstract) AAAI 2020 Determinizing Crash Behavior with a Verified Snapshot-Consistent Flash Translation Layer OSDI 2020 diagNNose: A Library for Neural Activation Analysis EMNLP 2020 Differentiable Adaptive Computation Time for Visual Reasoning CVPR 2020 Direct estimation of fetal head circumference from ultrasound images based on regression CNN MIDL 2020 Discovering the Compositional Structure of Vector Representations with Role Learning Networks EMNLP 2020 Disentangling by Subspace Diffusion NeurIPS 2020 Distinguishing between Dementia with Lewy bodies (DLB) and Alzheimer’s Disease (AD) using Mental Health Records: a Classification Approach EMNLP 2020 DNU: Deep Non-Local Unrolling for Computational Spectral Imaging CVPR 2020 Does my multimodal model learn cross-modal interactions? It’s harder to tell than you might think! EMNLP 2020 DoLFIn: Distributions over Latent Features for Interpretability COLING 2020 Do Neural Language Models Overcome Reporting Bias? COLING 2020 Do Neural Language Models Show Preferences for Syntactic Formalisms? ACL 2020 DTCA: Decision Tree-based Co-Attention Networks for Explainable Claim Verification ACL 2020 DUTH at SemEval-2020 Task 11: BERT with Entity Mapping for Propaganda Classification SemEval 2020 Dynamic Network Pruning with Interpretable Layerwise Channel Selection AAAI 2020 ECGadv: Generating Adversarial Electrocardiogram to Misguide Arrhythmia Classification System AAAI 2020 ECHR: Legal Corpus for Argument Mining COLING 2020 Efficient Estimation of Influence of a Training Instance EMNLP 2020 Efficient Exact Verification of Binarized Neural Networks NeurIPS 2020 Efficient Out-of-Distribution Detection in Digital Pathology Using Multi-Head Convolutional Neural Networks MIDL 2020 Efficient Verification of ReLU-Based Neural Networks via Dependency Analysis AAAI 2020 Emotion Arcs of Student Narratives ACL 2020 Energy-based Out-of-distribution Detection NeurIPS 2020