Methods › Computer Vision › Image Models › Interpretability
Interpretability
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
The archive carries only a placeholder description for this method.
Papers archive 2025-07-28
30 shown of 1,322, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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A Half-Space Stochastic Projected Gradient Method for Group Sparsity Regularization 1 Jan 2021 · 0 repositories
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A self-explanatory method for the black problem on discrimination part of CNN 1 Jan 2021 · 0 repositories
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Causal Probabilistic Spatio-temporal Fusion Transformers in Two-sided Ride-Hailing Markets 1 Jan 2021 · 0 repositories
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Causal Screening to Interpret Graph Neural Networks 1 Jan 2021 · 0 repositories
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DACT-BERT: Increasing the efficiency and interpretability of BERT by using adaptive computation time. 1 Jan 2021 · 0 repositories
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Democratizing Evaluation of Deep Model Interpretability through Consensus 1 Jan 2021 · 0 repositories
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Exemplary natural images explain CNN activations better than synthetic feature visualizations 1 Jan 2021 · 0 repositories
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Generalizing Tree Models for Improving Prediction Accuracy 1 Jan 2021 · 0 repositories
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Good for Misconceived Reasons: Revisiting Neural Multimodal Machine Translation 1 Jan 2021 · 0 repositories
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Guiding Representation Learning in Deep Generative Models with Policy Gradients 1 Jan 2021 · 0 repositories
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Hard Masking for Explaining Graph Neural Networks 1 Jan 2021 · 0 repositories
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Interpretability Through Invertibility: A Deep Convolutional Network With Ideal Counterfactuals And Isosurfaces 1 Jan 2021 · 0 repositories
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Interpretable Reinforcement Learning With Neural Symbolic Logic 1 Jan 2021 · 0 repositories
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Modelling Drug-Target Binding Affinity using a BERT based Graph Neural network 1 Jan 2021 · 0 repositories
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Monotonic Kronecker-Factored Lattice 1 Jan 2021 · 0 repositories
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NBDT: Neural-Backed Decision Tree 1 Jan 2021 · 0 repositories
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Neural Disjunctive Normal Form: Vertically Integrating Logic With Deep Learning For Classification 1 Jan 2021 · 0 repositories
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RRL: A Scalable Classifier for Interpretable Rule-Based Representation Learning 1 Jan 2021 · 0 repositories
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Structure Controllable Text Generation 1 Jan 2021 · 0 repositories
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The role of Disentanglement in Generalisation 1 Jan 2021 · 1 repository
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Understanding and Leveraging Causal Relations in Deep Reinforcement Learning 1 Jan 2021 · 0 repositories
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Variational saliency maps for explaining model's behavior 1 Jan 2021 · 0 repositories
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Gender Bias in Multilingual Neural Machine Translation: The Architecture Matters 24 Dec 2020 · 0 repositories · arXiv:2012.13176
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Multi-modal Identification of State-Sponsored Propaganda on Social Media 24 Dec 2020 · 0 repositories · arXiv:2012.13042
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QUACKIE: A NLP Classification Task With Ground Truth Explanations 24 Dec 2020 · 0 repositories · arXiv:2012.13190
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On the Granularity of Explanations in Model Agnostic NLP Interpretability 24 Dec 2020 · 1 repository · arXiv:2012.13189
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Are We On The Same Page? Hierarchical Explanation Generation for Planning Tasks in Human-Robot Teaming using Reinforcement Learning 22 Dec 2020 · 0 repositories · arXiv:2012.11792
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Interpreting Deep Learning Models for Epileptic Seizure Detection on EEG signals 22 Dec 2020 · 0 repositories · arXiv:2012.11933
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Is the brain macroscopically linear? A system identification of resting state dynamics 22 Dec 2020 · 1 repository · arXiv:2012.12351
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Recognizing Emotion Cause in Conversations 22 Dec 2020 · 1 repository · arXiv:2012.11820
Tasks archive 2025-07-28
20 shown of 572 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections