Methods › Computer Vision › Image Models › Interpretability › Papers, page 4

Interpretability

Papers archive 2025-07-28

archive papers tagged: 1,322 · with a code link: 501 · where Syntology ran a sample: 112 (82 with a run with no instrument failure, 30 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (112 of 1,322 tagged: 82 with a run with no instrument failure, 30 where every run was a failure of Syntology's instrument)

Page 4 of 14: papers 301 to 400 of 1,322, newest first by the archive's date (ties by slug), in archive order.

Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.

• Leveraging both Lesion Features and Procedural Bias in Neuroimaging: An Dual-Task Split dynamics of inverse scale space
  17 Jul 2020 · 0 repositories · arXiv:2007.08740
• On Disentangling Spoof Trace for Generic Face Anti-Spoofing
  17 Jul 2020 · 1 repository · arXiv:2007.09273
• Sequential Explanations with Mental Model-Based Policies
  17 Jul 2020 · 0 repositories · arXiv:2007.09028
• Understanding and Diagnosing Vulnerability under Adversarial Attacks
  17 Jul 2020 · 0 repositories · arXiv:2007.08716
• Attention Mechanism for Multivariate Time Series Recurrent Model Interpretability Applied to the Ironmaking Industry
  15 Jul 2020 · 0 repositories · arXiv:2007.12617
• On quantitative aspects of model interpretability
  15 Jul 2020 · 0 repositories · arXiv:2007.07584
• VAE-LIME: Deep Generative Model Based Approach for Local Data-Driven Model Interpretability Applied to the Ironmaking Industry
  15 Jul 2020 · 0 repositories · arXiv:2007.10256
• A simple defense against adversarial attacks on heatmap explanations
  13 Jul 2020 · 0 repositories · arXiv:2007.06381
• Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model
  12 Jul 2020 · 1 repository · arXiv:2007.06126
• Relational-Grid-World: A Novel Relational Reasoning Environment and An Agent Model for Relational Information Extraction
  12 Jul 2020 · 0 repositories · arXiv:2007.05961
• Transfer learning extensions for the probabilistic classification vector machine
  11 Jul 2020 · 0 repositories · arXiv:2007.07090
• Usefulness of interpretability methods to explain deep learning based plant stress phenotyping
  11 Jul 2020 · 0 repositories · arXiv:2007.05729
• A Deep Joint Sparse Non-negative Matrix Factorization Framework for Identifying the Common and Subject-specific Functional Units of Tongue Motion During Speech
  9 Jul 2020 · 0 repositories · arXiv:2007.04865
• Attention or memory? Neurointerpretable agents in space and time
  9 Jul 2020 · 0 repositories · arXiv:2007.04862
• PointMask: Towards Interpretable and Bias-Resilient Point Cloud Processing
  9 Jul 2020 · 1 repository · arXiv:2007.04525
• Decentralized policy learning with partial observation and mechanical constraints for multiperson modeling
  7 Jul 2020 · 1 repository · arXiv:2007.03155
  Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 1 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 14 harvested samples) · 1 pointer-only (licence)
• Certifying Decision Trees Against Evasion Attacks by Program Analysis
  6 Jul 2020 · 0 repositories · arXiv:2007.02771
• Semi-nonparametric Latent Class Choice Model with a Flexible Class Membership Component: A Mixture Model Approach
  6 Jul 2020 · 0 repositories · arXiv:2007.02739
• Deep interpretability for GWAS
  3 Jul 2020 · 0 repositories · arXiv:2007.01516
• Disentangled Graph Collaborative Filtering
  3 Jul 2020 · 2 repositories · arXiv:2007.01764
  Syntology official (archive's flag): 1 ran · 5 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 2 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• Gaussian Process Regression with Local Explanation
  3 Jul 2020 · 0 repositories · arXiv:2007.01669
• Unsupervised Learning of Lagrangian Dynamics from Images for Prediction and Control
  3 Jul 2020 · 1 repository · arXiv:2007.01926
  Syntology official (archive's flag): 5 ran · 5 ran (of which 1 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
• Addressing the interpretability problem for deep learning using many valued quantum logic
  2 Jul 2020 · 0 repositories · arXiv:2007.01819
• Designing Environments Conducive to Interpretable Robot Behavior
  2 Jul 2020 · 0 repositories · arXiv:2007.00820
• Clinical-Coder: Assigning Interpretable ICD-10 Codes to Chinese Clinical Notes
  1 Jul 2020 · 0 repositories
• Exploring Interpretability in Event Extraction: Multitask Learning of a Neural Event Classifier and an Explanation Decoder
  1 Jul 2020 · 0 repositories
• Interpretability and Analysis in Neural NLP
  1 Jul 2020 · 0 repositories
• Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings
  1 Jul 2020 · 0 repositories
• Interpreting Twitter User Geolocation
  1 Jul 2020 · 0 repositories
• Lexicalization of Probabilistic Linear Context-free Rewriting Systems
  1 Jul 2020 · 0 repositories
• M3d-CAM: A PyTorch library to generate 3D data attention maps for medical deep learning
  1 Jul 2020 · 0 repositories · arXiv:2007.00453
• Towards Interpretable Clinical Diagnosis with Bayesian Network Ensembles Stacked on Entity-Aware CNNs
  1 Jul 2020 · 0 repositories
• Understanding Attention for Text Classification
  1 Jul 2020 · 0 repositories
• Word Embeddings as Tuples of Feature Probabilities
  1 Jul 2020 · 0 repositories
• Graph Neural Networks Including Sparse Interpretability
  30 Jun 2020 · 0 repositories · arXiv:2007.00119
• Hierarchical Qualitative Clustering: clustering mixed datasets with critical qualitative information
  30 Jun 2020 · 1 repository · arXiv:2006.16701
• Classification of cancer pathology reports: a large-scale comparative study
  29 Jun 2020 · 1 repository · arXiv:2006.16370
• Handling Missing Data in Decision Trees: A Probabilistic Approach
  29 Jun 2020 · 0 repositories · arXiv:2006.16341
• Structural Landmarking and Interaction Modelling: on Resolution Dilemmas in Graph Classification
  29 Jun 2020 · 0 repositories · arXiv:2006.15763
• Causal Explanations of Image Misclassifications
  28 Jun 2020 · 0 repositories · arXiv:2006.15739
• Physics-aware registration based auto-encoder for convection dominated PDEs
  28 Jun 2020 · 2 repositories · arXiv:2006.15655
• Causality Learning: A New Perspective for Interpretable Machine Learning
  27 Jun 2020 · 0 repositories · arXiv:2006.16789
• Invertible Concept-based Explanations for CNN Models with Non-negative Concept Activation Vectors
  27 Jun 2020 · 1 repository · arXiv:2006.15417
• Graph Optimal Transport for Cross-Domain Alignment
  26 Jun 2020 · 1 repository · arXiv:2006.14744
  Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 2 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 3 pointer-only (licence)
• Proper Network Interpretability Helps Adversarial Robustness in Classification
  26 Jun 2020 · 1 repository · arXiv:2006.14748
  Syntology official (archive's flag): 6 ran · 6 ran (of which 1 constructed an object rather than computing a result; 3 with no instrument failure: 2 honoured, 0 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 11 unverified (of 17 harvested samples) · 1 pointer-only (licence)
• Background Knowledge Injection for Interpretable Sequence Classification
  25 Jun 2020 · 0 repositories · arXiv:2006.14248
• Influence Functions in Deep Learning Are Fragile
  25 Jun 2020 · 0 repositories · arXiv:2006.14651
• Compositional Explanations of Neurons
  24 Jun 2020 · 2 repositories · arXiv:2006.14032
• Crop Yield Prediction Integrating Genotype and Weather Variables Using Deep Learning
  24 Jun 2020 · 0 repositories · arXiv:2006.13847
• Interpretable Deep Models for Cardiac Resynchronisation Therapy Response Prediction
  24 Jun 2020 · 0 repositories · arXiv:2006.13811
• Fanoos: Multi-Resolution, Multi-Strength, Interactive Explanations for Learned Systems
  22 Jun 2020 · 2 repositories · arXiv:2006.12453
• Machine learning discrimination of Parkinson's Disease stages from walker-mounted sensors data
  22 Jun 2020 · 0 repositories · arXiv:2006.12094
• Deep Transformation-Invariant Clustering
  19 Jun 2020 · 1 repository · arXiv:2006.11132
  Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 10 harvested samples)
• Deep Learning with Functional Inputs
  17 Jun 2020 · 3 repositories · arXiv:2006.09590
• Diverse Rule Sets
  17 Jun 2020 · 1 repository · arXiv:2006.09890
• FREEtree: A Tree-based Approach for High Dimensional Longitudinal Data With Correlated Features
  17 Jun 2020 · 1 repository · arXiv:2006.09693
• A generalizable saliency map-based interpretation of model outcome
  16 Jun 2020 · 0 repositories · arXiv:2006.09504
• How to Probe Sentence Embeddings in Low-Resource Languages: On Structural Design Choices for Probing Task Evaluation
  16 Jun 2020 · 1 repository · arXiv:2006.09109
• Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based Visual Question Answering
  16 Jun 2020 · 0 repositories · arXiv:2006.09073
• ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping
  15 Jun 2020 · 1 repository · arXiv:2006.08287
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• Explaining Predictions by Approximating the Local Decision Boundary
  14 Jun 2020 · 0 repositories · arXiv:2006.07985
• On Saliency Maps and Adversarial Robustness
  14 Jun 2020 · 0 repositories · arXiv:2006.07828
• HGKT: Introducing Hierarchical Exercise Graph for Knowledge Tracing
  13 Jun 2020 · 0 repositories · arXiv:2006.16915
• Disentangled Representation Learning and Generation with Manifold Optimization
  12 Jun 2020 · 0 repositories · arXiv:2006.07046
• Gaussian Processes on Graphs via Spectral Kernel Learning
  12 Jun 2020 · 0 repositories · arXiv:2006.07361
• OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfold
  12 Jun 2020 · 8 repositories · arXiv:2006.07491
• BanditPAM: Almost Linear Time k-Medoids Clustering via Multi-Armed Bandits
  11 Jun 2020 · 2 repositories · arXiv:2006.06856
  Syntology official: harvested, nothing ran · 0 ran · 5 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Getting a CLUE: A Method for Explaining Uncertainty Estimates
  11 Jun 2020 · 1 repository · arXiv:2006.06848
  Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 8 harvested samples)
• DisCont: Self-Supervised Visual Attribute Disentanglement using Context Vectors
  10 Jun 2020 · 1 repository · arXiv:2006.05895
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• Fully Unsupervised Diversity Denoising with Convolutional Variational Autoencoders
  10 Jun 2020 · 3 repositories · arXiv:2006.06072
• Gaussian Gated Linear Networks
  10 Jun 2020 · 3 repositories · arXiv:2006.05964
• Interpretable Multimodal Learning for Intelligent Regulation in Online Payment Systems
  10 Jun 2020 · 0 repositories · arXiv:2006.05669
• OptiLIME: Optimized LIME Explanations for Diagnostic Computer Algorithms
  10 Jun 2020 · 1 repository · arXiv:2006.05714
  Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples)
• Why Attentions May Not Be Interpretable?
  10 Jun 2020 · 0 repositories · arXiv:2006.05656
• A Review of Automated Diagnosis of COVID-19 Based on Scanning Images
  9 Jun 2020 · 0 repositories · arXiv:2006.05245
• Machine Learning Automatically Detects COVID-19 using Chest CTs in a Large Multicenter Cohort
  9 Jun 2020 · 0 repositories · arXiv:2006.04998
• A Semiparametric Approach to Interpretable Machine Learning
  8 Jun 2020 · 0 repositories · arXiv:2006.04732
• UMLS-ChestNet: A deep convolutional neural network for radiological findings, differential diagnoses and localizations of COVID-19 in chest x-rays
  6 Jun 2020 · 0 repositories · arXiv:2006.05274
• Applied Awareness: Test-Driven GUI Development using Computer Vision and Cryptography
  5 Jun 2020 · 0 repositories · arXiv:2006.03725
• Evaluating the Disentanglement of Deep Generative Models through Manifold Topology
  5 Jun 2020 · 1 repository · arXiv:2006.03680
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Self-Supervised Encoder for Fault Prediction in Electrochemical Cells
  5 Jun 2020 · 0 repositories · arXiv:2007.13492
• Uncertainty-Aware CNNs for Depth Completion: Uncertainty from Beginning to End
  5 Jun 2020 · 1 repository · arXiv:2006.03349
• Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images
  3 Jun 2020 · 2 repositories · arXiv:2006.02570
• Graphical Normalizing Flows
  3 Jun 2020 · 4 repositories · arXiv:2006.02548
  Syntology community repositories only · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Shallow Neural Hawkes: Non-parametric kernel estimation for Hawkes processes
  3 Jun 2020 · 0 repositories · arXiv:2006.02460
• DeepCoDA: personalized interpretability for compositional health data
  2 Jun 2020 · 1 repository · arXiv:2006.01392
• Local Interpretability of Calibrated Prediction Models: A Case of Type 2 Diabetes Mellitus Screening Test
  2 Jun 2020 · 0 repositories · arXiv:2006.13815
• Advisable Learning for Self-Driving Vehicles by Internalizing Observation-to-Action Rules
  1 Jun 2020 · 0 repositories
• DNU: Deep Non-Local Unrolling for Computational Spectral Imaging
  1 Jun 2020 · 0 repositories
• Interpretable Stochastic Block Influence Model: measuring social influence among homophilous communities
  1 Jun 2020 · 0 repositories · arXiv:2006.01028
• Towards Global Explanations of Convolutional Neural Networks With Concept Attribution
  1 Jun 2020 · 0 repositories
• Interpretable Time Series Classification using Linear Models and Multi-resolution Multi-domain Symbolic Representations
  31 May 2020 · 1 repository · arXiv:2006.01667
• RelEx: A Model-Agnostic Relational Model Explainer
  30 May 2020 · 0 repositories · arXiv:2006.00305
• A Feature-map Discriminant Perspective for Pruning Deep Neural Networks
  28 May 2020 · 0 repositories · arXiv:2005.13796
• Tensor decomposition to Compress Convolutional Layers in Deep Learning
  28 May 2020 · 1 repository · arXiv:2005.13746
• Generalised Interpretable Shapelets for Irregular Time Series
  28 May 2020 · 2 repositories · arXiv:2005.13948
  Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
• An Exploratory Study of Hierarchical Fuzzy Systems Approach in Recommendation System
  27 May 2020 · 0 repositories · arXiv:2005.14026
• Explaining Neural Networks by Decoding Layer Activations
  27 May 2020 · 1 repository · arXiv:2005.13630
• The best way to select features?
  26 May 2020 · 0 repositories · arXiv:2005.12483
• An interpretable automated detection system for FISH-based HER2 oncogene amplification testing in histo-pathological routine images of breast and gastric cancer diagnostics
  25 May 2020 · 1 repository · arXiv:2005.12066