Methods › Computer Vision › Image Models › Interpretability › Papers, page 13

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 13 of 14: papers 1,201 to 1,300 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.

• Towards Interpretable Deep Neural Networks by Leveraging Adversarial Examples
  18 Aug 2017 · 0 repositories · arXiv:1708.05493
• Warp: a method for neural network interpretability applied to gene expression profiles
  16 Aug 2017 · 0 repositories · arXiv:1708.04988
• Deep Steering: Learning End-to-End Driving Model from Spatial and Temporal Visual Cues
  12 Aug 2017 · 1 repository · arXiv:1708.03798
• SESA: Supervised Explicit Semantic Analysis
  10 Aug 2017 · 0 repositories · arXiv:1708.03246
• Interpretable Low-Dimensional Regression via Data-Adaptive Smoothing
  6 Aug 2017 · 0 repositories · arXiv:1708.01947
• A Latent Variable Model for Two-Dimensional Canonical Correlation Analysis and its Variational Inference
  4 Aug 2017 · 0 repositories · arXiv:1708.01519
• iSurvive: An Interpretable, Event-time Prediction Model for mHealth
  1 Aug 2017 · 0 repositories
• General Latent Feature Modeling for Data Exploration Tasks
  26 Jul 2017 · 0 repositories · arXiv:1707.08352
• Spherical Paragraph Model
  18 Jul 2017 · 0 repositories · arXiv:1707.05635
• Rotations and Interpretability of Word Embeddings: the Case of the Russian Language
  14 Jul 2017 · 0 repositories · arXiv:1707.04662
• Knowledge Acquisition for Visual Question Answering via Iterative Querying
  1 Jul 2017 · 0 repositories
• SAM: Semantic Attribute Modulation for Language Modeling and Style Variation
  1 Jul 2017 · 0 repositories · arXiv:1707.00117
• An Actor-Critic Contextual Bandit Algorithm for Personalized Mobile Health Interventions
  28 Jun 2017 · 0 repositories · arXiv:1706.09090
• Cognitive Psychology for Deep Neural Networks: A Shape Bias Case Study
  26 Jun 2017 · 0 repositories · arXiv:1706.08606
• Deep Generative Models for Relational Data with Side Information
  16 Jun 2017 · 0 repositories · arXiv:1706.05136
• General Latent Feature Models for Heterogeneous Datasets
  12 Jun 2017 · 1 repository · arXiv:1706.03779
• Topic supervised non-negative matrix factorization
  12 Jun 2017 · 1 repository · arXiv:1706.05084
• Unsupervised Neural-Symbolic Integration
  6 Jun 2017 · 0 repositories · arXiv:1706.01991
• Multiple Kernel Learning and Automatic Subspace Relevance Determination for High-dimensional Neuroimaging Data
  2 Jun 2017 · 0 repositories · arXiv:1706.00856
• A Regularized Framework for Sparse and Structured Neural Attention
  22 May 2017 · 3 repositories · arXiv:1705.07704
• Mixed Membership Word Embeddings for Computational Social Science
  20 May 2017 · 0 repositories · arXiv:1705.07368
• Structural Compression of Convolutional Neural Networks
  20 May 2017 · 0 repositories · arXiv:1705.07356
• GP CaKe: Effective brain connectivity with causal kernels
  16 May 2017 · 0 repositories · arXiv:1705.05603
• Making Neural Programming Architectures Generalize via Recursion
  21 Apr 2017 · 0 repositories · arXiv:1704.06611
• Network Dissection: Quantifying Interpretability of Deep Visual Representations
  19 Apr 2017 · 1 repository · arXiv:1704.05796
• NEXT: A Neural Network Framework for Next POI Recommendation
  15 Apr 2017 · 0 repositories · arXiv:1704.04576
• Learning Important Features Through Propagating Activation Differences
  10 Apr 2017 · 14 repositories · arXiv:1704.02685
  Syntology 8 ran (of which 2 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 1 violated, 4 with no contract checked; 3 where Syntology's instrument failed) · 7 unverified (of 15 harvested samples) · 2 pointer-only (licence)
• Dictionary-based Tensor Canonical Polyadic Decomposition
  3 Apr 2017 · 0 repositories · arXiv:1704.00541
• Convolutional Neural Networks for Authorship Attribution of Short Texts
  1 Apr 2017 · 0 repositories
• Comparing Rule-Based and Deep Learning Models for Patient Phenotyping
  25 Mar 2017 · 0 repositories · arXiv:1703.08705
• Joint Modeling of Event Sequence and Time Series with Attentional Twin Recurrent Neural Networks
  24 Mar 2017 · 0 repositories · arXiv:1703.08524
• Streaming Weak Submodularity: Interpreting Neural Networks on the Fly
  8 Mar 2017 · 1 repository · arXiv:1703.02647
• Towards A Rigorous Science of Interpretable Machine Learning
  28 Feb 2017 · 0 repositories · arXiv:1702.08608
• GapTV: Accurate and Interpretable Low-Dimensional Regression and Classification
  23 Feb 2017 · 0 repositories · arXiv:1702.07405
• DeadNet: Identifying Phototoxicity from Label-free Microscopy Images of Cells using Deep ConvNets
  22 Jan 2017 · 0 repositories · arXiv:1701.06109
• Rare Disease Physician Targeting: A Factor Graph Approach
  19 Jan 2017 · 0 repositories · arXiv:1701.05644
• Hierarchical Re-estimation of Topic Models for Measuring Topical Diversity
  16 Jan 2017 · 0 repositories · arXiv:1701.04273
• ggRandomForests: Exploring Random Forest Survival
  28 Dec 2016 · 0 repositories · arXiv:1612.08974
• Generalized Optimal Matching Methods for Causal Inference
  26 Dec 2016 · 0 repositories · arXiv:1612.08321
• Optimal Generalized Decision Trees via Integer Programming
  10 Dec 2016 · 0 repositories · arXiv:1612.03225
• Breast Mass Classification from Mammograms using Deep Convolutional Neural Networks
  2 Dec 2016 · 1 repository · arXiv:1612.00542
• Capturing Pragmatic Knowledge in Article Usage Prediction using LSTMs
  1 Dec 2016 · 0 repositories
• Examples are not enough, learn to criticize! Criticism for Interpretability
  1 Dec 2016 · 0 repositories
• Learning Deep Parsimonious Representations
  1 Dec 2016 · 1 repository
• Temporal Attention-Gated Model for Robust Sequence Classification
  1 Dec 2016 · 1 repository · arXiv:1612.00385
• Input Switched Affine Networks: An RNN Architecture Designed for Interpretability
  28 Nov 2016 · 0 repositories · arXiv:1611.09434
• Programs as Black-Box Explanations
  22 Nov 2016 · 0 repositories · arXiv:1611.07579
• Tree Space Prototypes: Another Look at Making Tree Ensembles Interpretable
  22 Nov 2016 · 2 repositories · arXiv:1611.07115
• TreeView: Peeking into Deep Neural Networks Via Feature-Space Partitioning
  22 Nov 2016 · 0 repositories · arXiv:1611.07429
• Interpreting Finite Automata for Sequential Data
  21 Nov 2016 · 0 repositories · arXiv:1611.07100
• MDL-motivated compression of GLM ensembles increases interpretability and retains predictive power
  21 Nov 2016 · 0 repositories · arXiv:1611.06800
• GENESIM: genetic extraction of a single, interpretable model
  17 Nov 2016 · 1 repository · arXiv:1611.05722
• Iterative Orthogonal Feature Projection for Diagnosing Bias in Black-Box Models
  15 Nov 2016 · 1 repository · arXiv:1611.04967
• Sensitivity Maps of the Hilbert-Schmidt Independence Criterion
  2 Nov 2016 · 0 repositories · arXiv:1611.00555
• DPPred: An Effective Prediction Framework with Concise Discriminative Patterns
  31 Oct 2016 · 0 repositories · arXiv:1610.09778
• On the Safety of Machine Learning: Cyber-Physical Systems, Decision Sciences, and Data Products
  5 Oct 2016 · 0 repositories · arXiv:1610.01256
• Real Time Fine-Grained Categorization with Accuracy and Interpretability
  4 Oct 2016 · 0 repositories · arXiv:1610.00824
• Network-regularized Sparse Logistic Regression Models for Clinical Risk Prediction and Biomarker Discovery
  21 Sep 2016 · 0 repositories · arXiv:1609.06480
• Sparse Boltzmann Machines with Structure Learning as Applied to Text Analysis
  17 Sep 2016 · 0 repositories · arXiv:1609.05294
• Structured Sparse Principal Components Analysis with the TV-Elastic Net penalty
  6 Sep 2016 · 0 repositories · arXiv:1609.01423
• A Review of Multivariate Distributions for Count Data Derived from the Poisson Distribution
  31 Aug 2016 · 1 repository · arXiv:1609.00066
• RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism
  19 Aug 2016 · 1 repository · arXiv:1608.05745
• An Analysis of Lemmatization on Topic Models of Morphologically Rich Language
  13 Aug 2016 · 0 repositories · arXiv:1608.03995
• Sparse additive Gaussian process with soft interactions
  9 Jul 2016 · 0 repositories · arXiv:1607.02670
• SnapToGrid: From Statistical to Interpretable Models for Biomedical Information Extraction
  30 Jun 2016 · 0 repositories · arXiv:1606.09604
• Making Tree Ensembles Interpretable: A Bayesian Model Selection Approach
  29 Jun 2016 · 1 repository · arXiv:1606.09066
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Interpreting extracted rules from ensemble of trees: Application to computer-aided diagnosis of breast MRI
  27 Jun 2016 · 0 repositories · arXiv:1606.08288
• Interpretability in Linear Brain Decoding
  17 Jun 2016 · 0 repositories · arXiv:1606.05672
• Making Tree Ensembles Interpretable
  17 Jun 2016 · 0 repositories · arXiv:1606.05390
• Universal, Unsupervised (Rule-Based), Uncovered Sentiment Analysis
  17 Jun 2016 · 0 repositories · arXiv:1606.05545
• Using Visual Analytics to Interpret Predictive Machine Learning Models
  17 Jun 2016 · 0 repositories · arXiv:1606.05685
• Model-Agnostic Interpretability of Machine Learning
  16 Jun 2016 · 0 repositories · arXiv:1606.05386
• Conditional Generation and Snapshot Learning in Neural Dialogue Systems
  10 Jun 2016 · 0 repositories · arXiv:1606.03352
• The Mythos of Model Interpretability
  10 Jun 2016 · 2 repositories · arXiv:1606.03490
• Engineering Deep Representations for Modeling Aesthetic Perception
  25 May 2016 · 0 repositories · arXiv:1605.07699
• Self-Reflective Risk-Aware Artificial Cognitive Modeling for Robot Response to Human Behaviors
  16 May 2016 · 0 repositories · arXiv:1605.04934
• Causal Discovery for Manufacturing Domains
  13 May 2016 · 0 repositories · arXiv:1605.04056
• Not Just a Black Box: Learning Important Features Through Propagating Activation Differences
  5 May 2016 · 1 repository · arXiv:1605.01713
• Best of Both Worlds: Making Word Sense Embeddings Interpretable
  1 May 2016 · 0 repositories
• Interpretable Deep Neural Networks for Single-Trial EEG Classification
  27 Apr 2016 · 0 repositories · arXiv:1604.08201
• Fast Parallel Randomized Algorithm for Nonnegative Matrix Factorization with KL Divergence for Large Sparse Datasets
  14 Apr 2016 · 0 repositories · arXiv:1604.04026
• What do different evaluation metrics tell us about saliency models?
  12 Apr 2016 · 1 repository · arXiv:1604.03605
• Interpretability of Multivariate Brain Maps in Brain Decoding: Definition and Quantification
  29 Mar 2016 · 1 repository · arXiv:1603.08704
• How deep is knowledge tracing?
  14 Mar 2016 · 0 repositories · arXiv:1604.02416
• A Subsequence Interleaving Model for Sequential Pattern Mining
  16 Feb 2016 · 1 repository · arXiv:1602.05012
• Multifaceted Feature Visualization: Uncovering the Different Types of Features Learned By Each Neuron in Deep Neural Networks
  11 Feb 2016 · 0 repositories · arXiv:1602.03616
• High-Dimensional Regularized Discriminant Analysis
  3 Feb 2016 · 1 repository · arXiv:1602.01182
• Investigating echo state networks dynamics by means of recurrence analysis
  26 Jan 2016 · 0 repositories · arXiv:1601.07381
• Recommender systems inspired by the structure of quantum theory
  22 Jan 2016 · 0 repositories · arXiv:1601.06035
• Engineering Safety in Machine Learning
  16 Jan 2016 · 0 repositories · arXiv:1601.04126
• Latent Variable Modeling with Diversity-Inducing Mutual Angular Regularization
  23 Dec 2015 · 0 repositories · arXiv:1512.07336
• Sparse Generalized Principal Component Analysis for Large-scale Applications beyond Gaussianity
  12 Dec 2015 · 0 repositories · arXiv:1512.03883
• Explaining NonLinear Classification Decisions with Deep Taylor Decomposition
  8 Dec 2015 · 4 repositories · arXiv:1512.02479
  Syntology 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Learning Discrete Bayesian Networks from Continuous Data
  8 Dec 2015 · 1 repository · arXiv:1512.02406
• Mind the Gap: A Generative Approach to Interpretable Feature Selection and Extraction
  1 Dec 2015 · 0 repositories
• On the Generalization Error Bounds of Neural Networks under Diversity-Inducing Mutual Angular Regularization
  23 Nov 2015 · 0 repositories · arXiv:1511.07110
• Expressive recommender systems through normalized nonnegative models
  15 Nov 2015 · 0 repositories · arXiv:1511.04775
• A Continuous-time Mutually-Exciting Point Process Framework for Prioritizing Events in Social Media
  13 Nov 2015 · 0 repositories · arXiv:1511.04145
• Learning Nonparametric Forest Graphical Models with Prior Information
  12 Nov 2015 · 0 repositories · arXiv:1511.03796
• Linear Shape Deformation Models with Local Support Using Graph-based Structured Matrix Factorisation
  28 Oct 2015 · 0 repositories · arXiv:1510.08291