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Interpretability

7318 directly classified papers

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Papers

Recursion in Abstract Argumentation is Hard --- On the Complexity of Semantics Based on Weak Admissibility AAAI 2021

Neuro-Symbolic Reinforcement Learning with First-Order Logic EMNLP 2021

Neuro-Symbolic Approaches for Text-Based Policy Learning EMNLP 2021

A Rule Mining-based Advanced Persistent Threats Detection System IJCAI 2021

Argumentative XAI: A Survey IJCAI 2021

Mental Models of AI Agents in a Cooperative Game Setting (Extended Abstract) IJCAI 2021

Towards Scalable Complete Verification of Relu Neural Networks via Dependency-based Branching IJCAI 2021

Interpretable Visual Reasoning via Induced Symbolic Space ICCV 2021

Exploring Explainable Selection to Control Abstractive Summarization AAAI 2021

WMDecompose: A Framework for Leveraging the Interpretable Properties of Word Mover’s Distance in Sociocultural Analysis EMNLP 2021

Exploiting Explanations for Model Inversion Attacks ICCV 2021

Finding Representative Interpretations on Convolutional Neural Networks ICCV 2021

Generating Attribution Maps With Disentangled Masked Backpropagation ICCV 2021

Energy-Based Open-World Uncertainty Modeling for Confidence Calibration ICCV 2021

CTRL-C: Camera Calibration TRansformer With Line-Classification ICCV 2021

Towards Interpretable Deep Metric Learning With Structural Matching ICCV 2021

Improving Robustness of Facial Landmark Detection by Defending Against Adversarial Attacks ICCV 2021

Interpretable Image Recognition by Constructing Transparent Embedding Space ICCV 2021

Interpreting Attributions and Interactions of Adversarial Attacks ICCV 2021

Evidence Inference Networks for Interpretable Claim Verification AAAI 2021

Strong Explanations in Abstract Argumentation AAAI 2021

Uncovering Constraint-Based Behavior in Neural Models via Targeted Fine-Tuning ACL 2021

The Art of Abstention: Selective Prediction and Error Regularization for Natural Language Processing ACL 2021

Unified Dual-view Cognitive Model for Interpretable Claim Verification ACL 2021

On the Verification of Neural ODEs with Stochastic Guarantees AAAI 2021