Methods › Computer Vision › Image Models › Interpretability › Papers, page 11

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 11 of 14: papers 1,001 to 1,100 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.

• Importance of Self-Attention for Sentiment Analysis
  1 Nov 2018 · 0 repositories
• Interpretable Structure Induction via Sparse Attention
  1 Nov 2018 · 0 repositories
• Introspection for convolutional automatic speech recognition
  1 Nov 2018 · 0 repositories
• Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model
  1 Nov 2018 · 0 repositories
• Treat the system like a human student: Automatic naturalness evaluation of generated text without reference texts
  1 Nov 2018 · 0 repositories
• Visual Interrogation of Attention-Based Models for Natural Language Inference and Machine Comprehension
  1 Nov 2018 · 0 repositories
• SDRL: Interpretable and Data-efficient Deep Reinforcement Learning Leveraging Symbolic Planning
  31 Oct 2018 · 0 repositories · arXiv:1811.00090
• MAMMO: A Deep Learning Solution for Facilitating Radiologist-Machine Collaboration in Breast Cancer Diagnosis
  30 Oct 2018 · 0 repositories · arXiv:1811.02661
• Language Modeling with Sparse Product of Sememe Experts
  29 Oct 2018 · 1 repository · arXiv:1810.12387
• A Simple Recurrent Unit with Reduced Tensor Product Representations
  29 Oct 2018 · 1 repository · arXiv:1810.12456
• Attacks Meet Interpretability: Attribute-steered Detection of Adversarial Samples
  27 Oct 2018 · 1 repository · arXiv:1810.11580
  Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples)
• Learning with Interpretable Structure from Gated RNN
  25 Oct 2018 · 0 repositories · arXiv:1810.10708
• Graph Laplacian mixture model
  23 Oct 2018 · 1 repository · arXiv:1810.10053
• What can AI do for me: Evaluating Machine Learning Interpretations in Cooperative Play
  23 Oct 2018 · 0 repositories · arXiv:1810.09648
• Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection
  22 Oct 2018 · 2 repositories
• Axiomatic Interpretability for Multiclass Additive Models
  22 Oct 2018 · 1 repository · arXiv:1810.09092
• MMLSpark: Unifying Machine Learning Ecosystems at Massive Scales
  20 Oct 2018 · 1 repository · arXiv:1810.08744
• Adversarial TableQA: Attention Supervision for Question Answering on Tables
  18 Oct 2018 · 0 repositories · arXiv:1810.08113
• INFODENS: An Open-source Framework for Learning Text Representations
  16 Oct 2018 · 1 repository · arXiv:1810.07091
• The LORACs prior for VAEs: Letting the Trees Speak for the Data
  16 Oct 2018 · 0 repositories · arXiv:1810.06891
• Cryo-CARE: Content-Aware Image Restoration for Cryo-Transmission Electron Microscopy Data
  12 Oct 2018 · 1 repository · arXiv:1810.05420
• Explaining Black Boxes on Sequential Data using Weighted Automata
  12 Oct 2018 · 0 repositories · arXiv:1810.05741
• HiTR: Hierarchical Topic Model Re-estimation for Measuring Topical Diversity of Documents
  12 Oct 2018 · 1 repository · arXiv:1810.05436
• Secure Deep Learning Engineering: A Software Quality Assurance Perspective
  10 Oct 2018 · 0 repositories · arXiv:1810.04538
• textTOvec: Deep Contextualized Neural Autoregressive Topic Models of Language with Distributed Compositional Prior
  9 Oct 2018 · 1 repository · arXiv:1810.03947
  Syntology official (archive's flag): 3 ran · 3 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; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Exposition and Interpretation of the Topology of Neural Networks
  8 Oct 2018 · 0 repositories · arXiv:1810.03234
• A Machine Learning-based Recommendation System for Swaptions Strategies
  4 Oct 2018 · 0 repositories · arXiv:1810.02125
• Learning Comment Controversy Prediction in Web Discussions Using Incidentally Supervised Multi-Task CNNs
  1 Oct 2018 · 0 repositories
• Supervised Nonnegative Matrix Factorization to Predict ICU Mortality Risk
  27 Sep 2018 · 0 repositories · arXiv:1809.10680
• Automatic brain tumor grading from MRI data using convolutional neural networks and quality assessment
  25 Sep 2018 · 1 repository · arXiv:1809.09468
• Understanding Convolutional Neural Networks for Text Classification
  21 Sep 2018 · 2 repositories · arXiv:1809.08037
• InfoSSM: Interpretable Unsupervised Learning of Nonparametric State-Space Model for Multi-modal Dynamics
  19 Sep 2018 · 1 repository · arXiv:1809.07109
• NAIS: Neural Attentive Item Similarity Model for Recommendation
  19 Sep 2018 · 3 repositories · arXiv:1809.07053
• Explainable time series tweaking via irreversible and reversible temporal transformations
  13 Sep 2018 · 1 repository · arXiv:1809.05183
• Interpreting search result rankings through intent modeling
  13 Sep 2018 · 0 repositories · arXiv:1809.05190
• Classification by Re-generation: Towards Classification Based on Variational Inference
  10 Sep 2018 · 1 repository · arXiv:1809.03259
• Automated bird sound recognition in realistic settings
  4 Sep 2018 · 0 repositories · arXiv:1809.01133
• DeepPINK: reproducible feature selection in deep neural networks
  4 Sep 2018 · 1 repository · arXiv:1809.01185
• Interpretable Basis Decomposition for Visual Explanation
  1 Sep 2018 · 1 repository
• Context Mover's Distance & Barycenters: Optimal Transport of Contexts for Building Representations
  29 Aug 2018 · 2 repositories · arXiv:1808.09663
• Capsule Networks for Protein Structure Classification and Prediction
  22 Aug 2018 · 0 repositories · arXiv:1808.07475
• XAI Beyond Classification: Interpretable Neural Clustering
  22 Aug 2018 · 0 repositories · arXiv:1808.07292
• Dynamic Routing on Deep Neural Network for Thoracic Disease Classification and Sensitive Area Localization
  17 Aug 2018 · 0 repositories · arXiv:1808.05744
• Shedding Light on Black Box Machine Learning Algorithms: Development of an Axiomatic Framework to Assess the Quality of Methods that Explain Individual Predictions
  15 Aug 2018 · 0 repositories · arXiv:1808.05054
• Interpretable Time Series Classification using All-Subsequence Learning and Symbolic Representations in Time and Frequency Domains
  12 Aug 2018 · 1 repository · arXiv:1808.04022
• Document Informed Neural Autoregressive Topic Models
  11 Aug 2018 · 1 repository · arXiv:1808.03793
• Structured Adversarial Attack: Towards General Implementation and Better Interpretability
  5 Aug 2018 · 1 repository · arXiv:1808.01664
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Multitask Gaussian Process with Hierarchical Latent Interactions
  3 Aug 2018 · 0 repositories · arXiv:1808.01132
• A Lexicon-Based Supervised Attention Model for Neural Sentiment Analysis
  1 Aug 2018 · 0 repositories
• Interpretable Rationale Augmented Charge Prediction System
  1 Aug 2018 · 0 repositories
• Multilevel Heuristics for Rationale-Based Entity Relation Classification in Sentences
  1 Aug 2018 · 0 repositories
• Recognizing Humour using Word Associations and Humour Anchor Extraction
  1 Aug 2018 · 0 repositories
• Techniques for Interpretable Machine Learning
  31 Jul 2018 · 0 repositories · arXiv:1808.00033
• Binacox: automatic cut-point detection in high-dimensional Cox model with applications in genetics
  25 Jul 2018 · 1 repository · arXiv:1807.09813
• Imparting Interpretability to Word Embeddings while Preserving Semantic Structure
  19 Jul 2018 · 2 repositories · arXiv:1807.07279
• Learning Interpretable Anatomical Features Through Deep Generative Models: Application to Cardiac Remodeling
  18 Jul 2018 · 1 repository · arXiv:1807.06843
• Machine Learning Interpretability: A Science rather than a tool
  18 Jul 2018 · 0 repositories · arXiv:1807.06722
• Take a Look Around: Using Street View and Satellite Images to Estimate House Prices
  18 Jul 2018 · 0 repositories · arXiv:1807.07155
• Uncertainty and Interpretability in Convolutional Neural Networks for Semantic Segmentation of Colorectal Polyps
  16 Jul 2018 · 0 repositories · arXiv:1807.10584
• ML-Schema: Exposing the Semantics of Machine Learning with Schemas and Ontologies
  14 Jul 2018 · 0 repositories · arXiv:1807.05351
• Simultaneous Coherent Structure Coloring facilitates interpretable clustering of scientific data by amplifying dissimilarity
  12 Jul 2018 · 1 repository · arXiv:1807.04427
• AudioMNIST: Exploring Explainable Artificial Intelligence for Audio Analysis on a Simple Benchmark
  9 Jul 2018 · 3 repositories · arXiv:1807.03418
  Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Model Agnostic Supervised Local Explanations
  9 Jul 2018 · 2 repositories · arXiv:1807.02910
• Discovering Interpretable Representations for Both Deep Generative and Discriminative Models
  1 Jul 2018 · 0 repositories
• Inter and Intra Topic Structure Learning with Word Embeddings
  1 Jul 2018 · 1 repository
• Nonoverlap-Promoting Variable Selection
  1 Jul 2018 · 0 repositories
• oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis
  1 Jul 2018 · 0 repositories
• Ultra Large-Scale Feature Selection using Count-Sketches
  1 Jul 2018 · 1 repository
• Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction
  28 Jun 2018 · 1 repository · arXiv:1806.11216
• A Benchmark for Interpretability Methods in Deep Neural Networks
  28 Jun 2018 · 3 repositories · arXiv:1806.10758
  Syntology community repositories only · 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) · 0 unverified (of 4 harvested samples)
• Subject2Vec: Generative-Discriminative Approach from a Set of Image Patches to a Vector
  28 Jun 2018 · 1 repository · arXiv:1806.11217
  Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• This Looks Like That: Deep Learning for Interpretable Image Recognition
  27 Jun 2018 · 4 repositories · arXiv:1806.10574
  Syntology community repositories only · 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)
• A Theory of Diagnostic Interpretation in Supervised Classification
  26 Jun 2018 · 0 repositories · arXiv:1806.10080
• Color Constancy by Reweighting Image Feature Maps
  25 Jun 2018 · 1 repository · arXiv:1806.09248
• Why Interpretability in Machine Learning? An Answer Using Distributed Detection and Data Fusion Theory
  25 Jun 2018 · 0 repositories · arXiv:1806.09710
• Multilevel Wavelet Decomposition Network for Interpretable Time Series Analysis
  23 Jun 2018 · 2 repositories · arXiv:1806.08946
  Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
• Focusing on What is Relevant: Time-Series Learning and Understanding using Attention
  22 Jun 2018 · 0 repositories · arXiv:1806.08523
• On the Robustness of Interpretability Methods
  21 Jun 2018 · 3 repositories · arXiv:1806.08049
  Syntology 3 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; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Interpretable to Whom? A Role-based Model for Analyzing Interpretable Machine Learning Systems
  20 Jun 2018 · 0 repositories · arXiv:1806.07552
• Towards Robust Interpretability with Self-Explaining Neural Networks
  20 Jun 2018 · 0 repositories · arXiv:1806.07538
• Learning Conditioned Graph Structures for Interpretable Visual Question Answering
  19 Jun 2018 · 1 repository · arXiv:1806.07243
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• Natural Language Processing for EHR-Based Computational Phenotyping
  13 Jun 2018 · 0 repositories · arXiv:1806.04820
• Logistic Ensemble Models
  12 Jun 2018 · 0 repositories · arXiv:1806.04555
• MISSION: Ultra Large-Scale Feature Selection using Count-Sketches
  12 Jun 2018 · 1 repository · arXiv:1806.04310
• SOM-VAE: Interpretable Discrete Representation Learning on Time Series
  6 Jun 2018 · 6 repositories · arXiv:1806.02199
  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) · 2 unverified (of 6 harvested samples)
• Relational Deep Reinforcement Learning
  5 Jun 2018 · 7 repositories · arXiv:1806.01830
  Syntology 5 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 4 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 4 pointer-only (licence)
• An Interpretable Deep Hierarchical Semantic Convolutional Neural Network for Lung Nodule Malignancy Classification
  2 Jun 2018 · 1 repository · arXiv:1806.00712
• SCAN: Sliding Convolutional Attention Network for Scene Text Recognition
  2 Jun 2018 · 0 repositories · arXiv:1806.00578
• Producing radiologist-quality reports for interpretable artificial intelligence
  1 Jun 2018 · 0 repositories · arXiv:1806.00340
• Human-in-the-Loop Interpretability Prior
  29 May 2018 · 0 repositories · arXiv:1805.11571
• RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records
  28 May 2018 · 0 repositories · arXiv:1805.10724
• ICADx: Interpretable computer aided diagnosis of breast masses
  23 May 2018 · 0 repositories · arXiv:1805.08960
• GEN Model: An Alternative Approach to Deep Neural Network Models
  19 May 2018 · 0 repositories · arXiv:1805.07508
• MARS: Memory Attention-Aware Recommender System
  18 May 2018 · 0 repositories · arXiv:1805.07037
• Unsupervised Learning of Neural Networks to Explain Neural Networks
  18 May 2018 · 0 repositories · arXiv:1805.07468
• Interpretable Parallel Recurrent Neural Networks with Convolutional Attentions for Multi-Modality Activity Modeling
  17 May 2018 · 0 repositories · arXiv:1805.07233
• RotDCF: Decomposition of Convolutional Filters for Rotation-Equivariant Deep Networks
  17 May 2018 · 0 repositories · arXiv:1805.06846
• Joint Embedding of Words and Labels for Text Classification
  10 May 2018 · 2 repositories · arXiv:1805.04174
• Interpretable Adversarial Perturbation in Input Embedding Space for Text
  8 May 2018 · 2 repositories · arXiv:1805.02917
• Label Embedding with Partial Heterogeneous Contexts
  3 May 2018 · 0 repositories · arXiv:1805.01199