Methods › Computer Vision › Image Models › Interpretability › Papers, page 10

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 10 of 14: papers 901 to 1,000 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.

• Physical Symmetries Embedded in Neural Networks
  18 Apr 2019 · 0 repositories · arXiv:1904.08991
• DeepWait: Pedestrian Wait Time Estimation in Mixed Traffic Conditions Using Deep Survival Analysis
  16 Apr 2019 · 0 repositories · arXiv:1904.11008
• Counterfactual Visual Explanations
  16 Apr 2019 · 1 repository · arXiv:1904.07451
• Deep Iterative Surface Normal Estimation
  15 Apr 2019 · 2 repositories · arXiv:1904.07172
• Deep Neural Network Ensembles
  11 Apr 2019 · 0 repositories · arXiv:1904.05488
• Factor Graph Attention
  11 Apr 2019 · 1 repository · arXiv:1904.05880
• An Analysis of Attention over Clinical Notes for Predictive Tasks
  5 Apr 2019 · 0 repositories · arXiv:1904.03244
• An Attentive Survey of Attention Models
  5 Apr 2019 · 0 repositories · arXiv:1904.02874
• Deep Learning Under the Microscope: Improving the Interpretability of Medical Imaging Neural Networks
  5 Apr 2019 · 0 repositories · arXiv:1904.03127
• A Categorisation of Post-hoc Explanations for Predictive Models
  4 Apr 2019 · 0 repositories · arXiv:1904.02495
• Open Issues in Combating Fake News: Interpretability as an Opportunity
  4 Apr 2019 · 0 repositories · arXiv:1904.03016
• Interpreting Adversarial Examples by Activation Promotion and Suppression
  3 Apr 2019 · 0 repositories · arXiv:1904.02057
• A PCA-like Autoencoder
  2 Apr 2019 · 1 repository · arXiv:1904.01277
• Ranking and Selecting Multi-Hop Knowledge Paths to Better Predict Human Needs
  1 Apr 2019 · 1 repository · arXiv:1904.00676
• Understanding Neural Architecture Search Techniques
  31 Mar 2019 · 0 repositories · arXiv:1904.00438
• Interpreting Black Box Models via Hypothesis Testing
  29 Mar 2019 · 1 repository · arXiv:1904.00045
• Re-Ranking Words to Improve Interpretability of Automatically Generated Topics
  29 Mar 2019 · 1 repository · arXiv:1903.12542
• Bridging Adversarial Robustness and Gradient Interpretability
  27 Mar 2019 · 1 repository · arXiv:1903.11626
• Do Not Trust Additive Explanations
  27 Mar 2019 · 2 repositories · arXiv:1903.11420
  Syntology community repositories only · 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) · 1 unverified (of 4 harvested samples)
• On Attribution of Recurrent Neural Network Predictions via Additive Decomposition
  27 Mar 2019 · 0 repositories · arXiv:1903.11245
• DSL: Discriminative Subgraph Learning via Sparse Self-Representation
  24 Mar 2019 · 0 repositories · arXiv:1904.00791
• Optimization Methods for Interpretable Differentiable Decision Trees in Reinforcement Learning
  22 Mar 2019 · 2 repositories · arXiv:1903.09338
  Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
• Biasing MCTS with Features for General Games
  21 Mar 2019 · 1 repository · arXiv:1903.08942
• Random Pairwise Shapelets Forest
  19 Mar 2019 · 1 repository · arXiv:1903.07799
• Deep Fundamental Factor Models
  18 Mar 2019 · 1 repository · arXiv:1903.07677
• Rectified Decision Trees: Towards Interpretability, Compression and Empirical Soundness
  14 Mar 2019 · 0 repositories · arXiv:1903.05965
• Compression and Interpretability of Deep Neural Networks via Tucker Tensor Layer: From First Principles to Tensor Valued Back-Propagation
  14 Mar 2019 · 0 repositories · arXiv:1903.06133
• Unsupervised and interpretable scene discovery with Discrete-Attend-Infer-Repeat
  14 Mar 2019 · 0 repositories · arXiv:1903.06581
• Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases
  6 Mar 2019 · 2 repositories · arXiv:1903.02188
  Syntology official (archive's flag): 1 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples)
• Convex Covariate Clustering for Classification
  5 Mar 2019 · 1 repository · arXiv:1903.01680
• Collaborative Spatio-temporal Feature Learning for Video Action Recognition
  4 Mar 2019 · 1 repository · arXiv:1903.01197
• Selective Sensor Fusion for Neural Visual-Inertial Odometry
  4 Mar 2019 · 0 repositories · arXiv:1903.01534
• A novel method for extracting interpretable knowledge from a spiking neural classifier with time-varying synaptic weights
  28 Feb 2019 · 0 repositories · arXiv:1904.11367
• Interpretable Structure-aware Document Encoders with Hierarchical Attention
  26 Feb 2019 · 0 repositories · arXiv:1902.09713
• Adversarial attacks hidden in plain sight
  25 Feb 2019 · 1 repository · arXiv:1902.09286
• CFM-BD: a distributed rule induction algorithm for building Compact Fuzzy Models in Big Data classification problems
  25 Feb 2019 · 1 repository · arXiv:1902.09357
• Correspondence Analysis Using Neural Networks
  21 Feb 2019 · 2 repositories · arXiv:1902.07828
• Explaining a black-box using Deep Variational Information Bottleneck Approach
  19 Feb 2019 · 3 repositories · arXiv:1902.06918
  Syntology community repositories only · 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)
• ProtoAttend: Attention-Based Prototypical Learning
  17 Feb 2019 · 4 repositories · arXiv:1902.06292
  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) · 1 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• LS-Tree: Model Interpretation When the Data Are Linguistic
  11 Feb 2019 · 0 repositories · arXiv:1902.04187
• Deep Algorithm Unrolling for Blind Image Deblurring
  9 Feb 2019 · 0 repositories · arXiv:1902.03493
• Assessing the Local Interpretability of Machine Learning Models
  9 Feb 2019 · 0 repositories · arXiv:1902.03501
• Modeling Heterogeneity in Mode-Switching Behavior Under a Mobility-on-Demand Transit System: An Interpretable Machine Learning Approach
  8 Feb 2019 · 0 repositories · arXiv:1902.02904
• Unsupervised Data Uncertainty Learning in Visual Retrieval Systems
  7 Feb 2019 · 0 repositories · arXiv:1902.02586
• Active Image Synthesis for Efficient Labeling
  5 Feb 2019 · 0 repositories · arXiv:1902.01522
• Spatial-Temporal-Textual Point Processes for Crime Linkage Detection
  1 Feb 2019 · 0 repositories · arXiv:1902.00440
• End-to-end Lane Detection through Differentiable Least-Squares Fitting
  1 Feb 2019 · 1 repository · arXiv:1902.00293
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• An Evaluation of the Human-Interpretability of Explanation
  31 Jan 2019 · 0 repositories · arXiv:1902.00006
• Comprehensive Evaluation of Deep Learning Architectures for Prediction of DNA/RNA Sequence Binding Specificities
  29 Jan 2019 · 2 repositories · arXiv:1901.10526
  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) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Rank-one Convexification for Sparse Regression
  29 Jan 2019 · 0 repositories · arXiv:1901.10334
• Bridging the Gap Between Computational Photography and Visual Recognition
  28 Jan 2019 · 0 repositories · arXiv:1901.09482
• Interpreting Deep Neural Networks Through Variable Importance
  28 Jan 2019 · 1 repository · arXiv:1901.09839
• Proceedings of AAAI 2019 Workshop on Network Interpretability for Deep Learning
  25 Jan 2019 · 0 repositories · arXiv:1901.08813
• State-Regularized Recurrent Neural Networks
  25 Jan 2019 · 0 repositories · arXiv:1901.08817
• Towards Interpretable Deep Neural Networks by Leveraging Adversarial Examples
  25 Jan 2019 · 0 repositories · arXiv:1901.09035
• Effectiveness of Tree-based Ensembles for Anomaly Discovery: Insights, Batch and Streaming Active Learning
  23 Jan 2019 · 2 repositories · arXiv:1901.08930
  Syntology official: harvested, nothing 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) · 19 unverified (of 21 harvested samples)
• Composition and decomposition of GANs
  23 Jan 2019 · 0 repositories · arXiv:1901.07667
• Unsupervised Learning of Neural Networks to Explain Neural Networks (extended abstract)
  21 Jan 2019 · 0 repositories · arXiv:1901.07538
• Deep Recurrent Factor Model: Interpretable Non-Linear and Time-Varying Multi-Factor Model
  20 Jan 2019 · 0 repositories · arXiv:1901.11493
• Quantifying Interpretability and Trust in Machine Learning Systems
  20 Jan 2019 · 1 repository · arXiv:1901.08558
• Closed-form Expressions for Maximum Mean Discrepancy with Applications to Wasserstein Auto-Encoders
  10 Jan 2019 · 0 repositories · arXiv:1901.03227
• Interpretable BoW Networks for Adversarial Example Detection
  8 Jan 2019 · 0 repositories · arXiv:1901.02229
• Understanding the (un)interpretability of natural image distributions using generative models
  6 Jan 2019 · 0 repositories · arXiv:1901.01499
• Adaptive Locality Preserving Regression
  3 Jan 2019 · 0 repositories · arXiv:1901.00563
• Cross-language Citation Recommendation via Hierarchical Representation Learning on Heterogeneous Graph
  31 Dec 2018 · 1 repository · arXiv:1812.11709
• Improving the Interpretability of Deep Neural Networks with Knowledge Distillation
  28 Dec 2018 · 0 repositories · arXiv:1812.10924
• Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering
  23 Dec 2018 · 0 repositories · arXiv:1812.09681
• Enhancing Person-Job Fit for Talent Recruitment: An Ability-aware Neural Network Approach
  21 Dec 2018 · 0 repositories · arXiv:1812.08947
• What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models
  21 Dec 2018 · 1 repository · arXiv:1812.09355
• Credibility evaluation of income data with hierarchical correlation reconstruction
  19 Dec 2018 · 0 repositories · arXiv:1812.08040
• Interpretable preference learning: a game theoretic framework for large margin on-line feature and rule learning
  19 Dec 2018 · 1 repository · arXiv:1812.07895
• Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images
  19 Dec 2018 · 1 repository · arXiv:1812.07832
• Diagnostic Visualization for Deep Neural Networks Using Stochastic Gradient Langevin Dynamics
  11 Dec 2018 · 1 repository · arXiv:1812.04604
• Automatically Explaining Machine Learning Prediction Results: A Demonstration on Type 2 Diabetes Risk Prediction
  6 Dec 2018 · 0 repositories · arXiv:1812.02852
• High-Quality Face Capture Using Anatomical Muscles
  6 Dec 2018 · 0 repositories · arXiv:1812.02836
• Pathological Evidence Exploration in Deep Retinal Image Diagnosis
  6 Dec 2018 · 1 repository · arXiv:1812.02640
• Interpretable Deep Learning under Fire
  3 Dec 2018 · 0 repositories · arXiv:1812.00891
• Learning filter widths of spectral decompositions with wavelets
  1 Dec 2018 · 1 repository
• Ridge Regression and Provable Deterministic Ridge Leverage Score Sampling
  1 Dec 2018 · 1 repository
• Towards Robust Interpretability with Self-Explaining Neural Networks
  1 Dec 2018 · 2 repositories
• Analyzing Federated Learning through an Adversarial Lens
  29 Nov 2018 · 2 repositories · arXiv:1811.12470
• Networks for Nonlinear Diffusion Problems in Imaging
  29 Nov 2018 · 0 repositories · arXiv:1811.12084
• Tree-Structured Recurrent Switching Linear Dynamical Systems for Multi-Scale Modeling
  29 Nov 2018 · 1 repository · arXiv:1811.12386
  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)
• An Adversarial Approach for Explainable AI in Intrusion Detection Systems
  28 Nov 2018 · 0 repositories · arXiv:1811.11705
• You Look Twice: GaterNet for Dynamic Filter Selection in CNNs
  27 Nov 2018 · 0 repositories · arXiv:1811.11205
• What is Interpretable? Using Machine Learning to Design Interpretable Decision-Support Systems
  27 Nov 2018 · 0 repositories · arXiv:1811.10799
• Contextualized Non-local Neural Networks for Sequence Learning
  21 Nov 2018 · 0 repositories · arXiv:1811.08600
• How to improve the interpretability of kernel learning
  21 Nov 2018 · 0 repositories · arXiv:1811.10469
• Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networks
  20 Nov 2018 · 3 repositories · arXiv:1811.08425
  Syntology official (archive's flag): 1 ran · 7 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 2 honoured, 1 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 3 pointer-only (licence)
• How far from automatically interpreting deep learning
  19 Nov 2018 · 0 repositories · arXiv:1811.07747
• Regularized adversarial examples for model interpretability
  18 Nov 2018 · 0 repositories · arXiv:1811.07311
• PaccMann: Prediction of anticancer compound sensitivity with multi-modal attention-based neural networks
  16 Nov 2018 · 1 repository · arXiv:1811.06802
• Estimation of Dimensions Contributing to Detected Anomalies with Variational Autoencoders
  12 Nov 2018 · 0 repositories · arXiv:1811.04576
• Deep Weighted Averaging Classifiers
  6 Nov 2018 · 2 repositories · arXiv:1811.02579
• Explaining Explanations in AI
  4 Nov 2018 · 0 repositories · arXiv:1811.01439
• Modeling Stated Preference for Mobility-on-Demand Transit: A Comparison of Machine Learning and Logit Models
  4 Nov 2018 · 0 repositories · arXiv:1811.01315
• Unsupervised Learning of Interpretable Dialog Models
  2 Nov 2018 · 0 repositories · arXiv:1811.01012
• AttentionMeSH: Simple, Effective and Interpretable Automatic MeSH Indexer
  1 Nov 2018 · 0 repositories
• Data2Text Studio: Automated Text Generation from Structured Data
  1 Nov 2018 · 0 repositories
• Explaining non-linear Classifier Decisions within Kernel-based Deep Architectures
  1 Nov 2018 · 0 repositories