Methods › Computer Vision › Image Models › Interpretability › Papers, page 7

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 7 of 14: papers 601 to 700 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.

• An Empirical Study on the Relation between Network Interpretability and Adversarial Robustness
  7 Dec 2019 · 1 repository · arXiv:1912.03430
• Hierarchical Cooperative Multi-Agent Reinforcement Learning with Skill Discovery
  7 Dec 2019 · 1 repository · arXiv:1912.03558
• Obesity Prediction with EHR Data: A deep learning approach with interpretable elements
  5 Dec 2019 · 0 repositories · arXiv:1912.02655
• Counterfactual Explanation Algorithms for Behavioral and Textual Data
  4 Dec 2019 · 3 repositories · arXiv:1912.01819
  Syntology official: no sample here; runs from other or unrecorded repositories · 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)
• Extending the Morphological Hit-or-Miss Transform to Deep Neural Networks
  4 Dec 2019 · 0 repositories · arXiv:1912.02259
• DeepFPC: Deep Unfolding of a Fixed-Point Continuation Algorithm for Sparse Signal Recovery from Quantized Measurements
  2 Dec 2019 · 0 repositories · arXiv:1912.00838
• Information bottleneck through variational glasses
  2 Dec 2019 · 0 repositories · arXiv:1912.00830
• Classification-by-Components: Probabilistic Modeling of Reasoning over a Set of Components
  1 Dec 2019 · 1 repository
• Constraint-based Causal Structure Learning with Consistent Separating Sets
  1 Dec 2019 · 1 repository
• Coresets for Archetypal Analysis
  1 Dec 2019 · 1 repository
• Generalizable prediction of academic performance from short texts on social media
  1 Dec 2019 · 0 repositories · arXiv:1912.00463
• Unsupervised Discovery of Temporal Structure in Noisy Data with Dynamical Components Analysis
  1 Dec 2019 · 1 repository
• Artificial Intelligence in Glioma Imaging: Challenges and Advances
  28 Nov 2019 · 0 repositories · arXiv:1911.12886
• FOCUS: Flexible Optimizable Counterfactual Explanations for Tree Ensembles
  27 Nov 2019 · 1 repository · arXiv:1911.12199
  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: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples)
• AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration
  27 Nov 2019 · 1 repository · arXiv:1911.12205
• Example-Guided Scene Image Synthesis using Masked Spatial-Channel Attention and Patch-Based Self-Supervision
  27 Nov 2019 · 0 repositories · arXiv:1911.12362
• Exploring Frequency Domain Interpretation of Convolutional Neural Networks
  27 Nov 2019 · 0 repositories · arXiv:1911.12044
• A psychophysics approach for quantitative comparison of interpretable computer vision models
  24 Nov 2019 · 0 repositories · arXiv:1912.05011
• Causally Denoise Word Embeddings Using Half-Sibling Regression
  24 Nov 2019 · 1 repository · arXiv:1911.10524
• DCSO: Dynamic Combination of Detector Scores for Outlier Ensembles
  23 Nov 2019 · 1 repository · arXiv:1911.10418
• Domain Knowledge Aided Explainable Artificial Intelligence for Intrusion Detection and Response
  22 Nov 2019 · 0 repositories · arXiv:1911.09853
• Demystifying TasNet: A Dissecting Approach
  20 Nov 2019 · 0 repositories · arXiv:1911.08895
• Shapelets for earthquake detection
  20 Nov 2019 · 0 repositories · arXiv:1911.09086
• Enhancing the Extraction of Interpretable Information for Ischemic Stroke Imaging from Deep Neural Networks
  19 Nov 2019 · 1 repository · arXiv:1911.08136
• "The Human Body is a Black Box": Supporting Clinical Decision-Making with Deep Learning
  19 Nov 2019 · 0 repositories · arXiv:1911.08089
• NeuronInspect: Detecting Backdoors in Neural Networks via Output Explanations
  18 Nov 2019 · 0 repositories · arXiv:1911.07399
• Towards Visually Explaining Variational Autoencoders
  18 Nov 2019 · 2 repositories · arXiv:1911.07389
  Syntology 2 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; 2 where Syntology's instrument failed) · 4 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• Learning Autocomplete Systems as a Communication Game
  16 Nov 2019 · 1 repository · arXiv:1911.06964
• Explanatory Masks for Neural Network Interpretability
  15 Nov 2019 · 0 repositories · arXiv:1911.06876
• Explicit-Blurred Memory Network for Analyzing Patient Electronic Health Records
  15 Nov 2019 · 0 repositories · arXiv:1911.06472
• Scalable Exact Inference in Multi-Output Gaussian Processes
  14 Nov 2019 · 3 repositories · arXiv:1911.06287
  Syntology community repositories only · 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) · 3 unverified (of 4 harvested samples)
• Sparse associative memory based on contextual code learning for disambiguating word senses
  14 Nov 2019 · 0 repositories · arXiv:1911.06415
• Modeling patterns of smartphone usage and their relationship to cognitive health
  13 Nov 2019 · 0 repositories · arXiv:1911.05683
• Effects of data ambiguity and cognitive biases on the interpretability of machine learning models in humanitarian decision making
  12 Nov 2019 · 0 repositories · arXiv:1911.04787
• Purifying Interaction Effects with the Functional ANOVA: An Efficient Algorithm for Recovering Identifiable Additive Models
  12 Nov 2019 · 1 repository · arXiv:1911.04974
  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: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
• Time-Aware Prospective Modeling of Users for Online Display Advertising
  12 Nov 2019 · 0 repositories · arXiv:1911.05100
• Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets
  11 Nov 2019 · 1 repository · arXiv:1911.04143
• Interpretable Multiple-Kernel Prototype Learning for Discriminative Representation and Feature Selection
  10 Nov 2019 · 0 repositories · arXiv:1911.03949
• A Modular Deep Learning Pipeline for Galaxy-Scale Strong Gravitational Lens Detection and Modeling
  10 Nov 2019 · 0 repositories · arXiv:1911.03867
• Rethinking Self-Attention: Towards Interpretability in Neural Parsing
  10 Nov 2019 · 2 repositories · arXiv:1911.03875
  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) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Understanding Multi-Head Attention in Abstractive Summarization
  10 Nov 2019 · 0 repositories · arXiv:1911.03898
• A perspective on multi-agent communication for information fusion
  9 Nov 2019 · 1 repository · arXiv:1911.03743
• Deep Sequential Models for Suicidal Ideation from Multiple Source Data
  6 Nov 2019 · 0 repositories · arXiv:1911.03522
• Incremental Sense Weight Training for the Interpretation of Contextualized Word Embeddings
  5 Nov 2019 · 0 repositories · arXiv:1911.01623
• Model Specification Test with Unlabeled Data: Approach from Covariate Shift
  2 Nov 2019 · 0 repositories · arXiv:1911.00688
• Explanation by Progressive Exaggeration
  1 Nov 2019 · 2 repositories · arXiv:1911.00483
  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)
• Guiding the Flowing of Semantics: Interpretable Video Captioning via POS Tag
  1 Nov 2019 · 0 repositories
• On the Linguistic Representational Power of Neural Machine Translation Models
  1 Nov 2019 · 0 repositories · arXiv:1911.00317
• Learn-By-Calibrating: Using Calibration as a Training Objective
  30 Oct 2019 · 0 repositories · arXiv:1910.14175
• Concept Saliency Maps to Visualize Relevant Features in Deep Generative Models
  29 Oct 2019 · 1 repository · arXiv:1910.13140
• Weight of Evidence as a Basis for Human-Oriented Explanations
  29 Oct 2019 · 1 repository · arXiv:1910.13503
• Human-AI Co-Learning for Data-Driven AI
  28 Oct 2019 · 0 repositories · arXiv:1910.12544
• Input-Cell Attention Reduces Vanishing Saliency of Recurrent Neural Networks
  27 Oct 2019 · 1 repository · arXiv:1910.12370
• Assisting human experts in the interpretation of their visual process: A case study on assessing copper surface adhesive potency
  24 Oct 2019 · 0 repositories · arXiv:1910.11033
• Calibration tests in multi-class classification: A unifying framework
  24 Oct 2019 · 1 repository · arXiv:1910.11385
• Semi-Supervised Histology Classification using Deep Multiple Instance Learning and Contrastive Predictive Coding
  23 Oct 2019 · 0 repositories · arXiv:1910.10825
• Genetic Programming for Evolving Similarity Functions for Clustering: Representations and Analysis
  22 Oct 2019 · 0 repositories · arXiv:1910.10264
• A game method for improving the interpretability of convolution neural network
  21 Oct 2019 · 0 repositories · arXiv:1910.09090
• Generative Hierarchical Models for Parts, Objects, and Scenes
  21 Oct 2019 · 0 repositories · arXiv:1910.09119
• A Decision-Theoretic Approach for Model Interpretability in Bayesian Framework
  21 Oct 2019 · 1 repository · arXiv:1910.09358
• Exploring Simple and Transferable Recognition-Aware Image Processing
  21 Oct 2019 · 1 repository · arXiv:1910.09185
• Universally Consistent K-Sample Tests via Dependence Measures
  20 Oct 2019 · 0 repositories · arXiv:1910.08883
• Understanding Deep Networks via Extremal Perturbations and Smooth Masks
  18 Oct 2019 · 2 repositories · arXiv:1910.08485
  Syntology official (archive's flag): 2 ran · 2 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; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Generating Challenge Datasets for Task-Oriented Conversational Agents through Self-Play
  16 Oct 2019 · 0 repositories · arXiv:1910.07357
• Global Saliency: Aggregating Saliency Maps to Assess Dataset Artefact Bias
  16 Oct 2019 · 0 repositories · arXiv:1910.07604
• Iterative Augmentation of Visual Evidence for Weakly-Supervised Lesion Localization in Deep Interpretability Frameworks: Application to Color Fundus Images
  16 Oct 2019 · 0 repositories · arXiv:1910.07373
• Jointly Discriminative and Generative Recurrent Neural Networks for Learning from fMRI
  15 Oct 2019 · 0 repositories · arXiv:1910.06950
• Supervised Encoding for Discrete Representation Learning
  15 Oct 2019 · 1 repository · arXiv:1910.11067
• Finding New Diagnostic Information for Detecting Glaucoma using Neural Networks
  14 Oct 2019 · 0 repositories · arXiv:1910.06302
• Interpretable Text Classification Using CNN and Max-pooling
  14 Oct 2019 · 0 repositories · arXiv:1910.11236
• SLEEPER: interpretable Sleep staging via Prototypes from Expert Rules
  14 Oct 2019 · 0 repositories · arXiv:1910.06100
• Interpretable Deep Neural Networks for Dimensional and Categorical Emotion Recognition in-the-wild
  13 Oct 2019 · 0 repositories · arXiv:1910.05784
• How Does Language Influence Documentation Workflow? Unsupervised Word Discovery Using Translations in Multiple Languages
  11 Oct 2019 · 1 repository · arXiv:1910.05154
• Combining Geometric and Topological Information for Boundary Estimation
  10 Oct 2019 · 1 repository · arXiv:1910.04778
• BIAS: Transparent reporting of biomedical image analysis challenges
  9 Oct 2019 · 0 repositories · arXiv:1910.04071
• Interpreting Deep Learning-Based Networking Systems
  9 Oct 2019 · 2 repositories · arXiv:1910.03835
• Meta Module Network for Compositional Visual Reasoning
  8 Oct 2019 · 1 repository · arXiv:1910.03230
  Syntology official (archive's flag): 4 ran · 4 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; 4 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Biologically-Inspired Spatial Neural Networks
  7 Oct 2019 · 0 repositories · arXiv:1910.02776
• Operational Calibration: Debugging Confidence Errors for DNNs in the Field
  6 Oct 2019 · 0 repositories · arXiv:1910.02352
• Interpretable neural networks based on continuous-valued logic and multicriteria decision operators
  6 Oct 2019 · 0 repositories · arXiv:1910.02486
• Mapping Natural-language Problems to Formal-language Solutions Using Structured Neural Representations
  5 Oct 2019 · 2 repositories · arXiv:1910.02339
  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) · 3 pointer-only (licence)
• Testing and verification of neural-network-based safety-critical control software: A systematic literature review
  5 Oct 2019 · 0 repositories · arXiv:1910.06715
• NeurReg: Neural Registration and Its Application to Image Segmentation
  4 Oct 2019 · 1 repository · arXiv:1910.01763
• Fault Detection Using Nonlinear Low-Dimensional Representation of Sensor Data
  2 Oct 2019 · 0 repositories · arXiv:1910.01150
• Learning Maximally Predictive Prototypes in Multiple Instance Learning
  2 Oct 2019 · 1 repository · arXiv:1910.00965
• Adaptive Activation Thresholding: Dynamic Routing Type Behavior for Interpretability in Convolutional Neural Networks
  1 Oct 2019 · 0 repositories
• DisSim: A Discourse-Aware Syntactic Text Simplification Framework for English and German
  1 Oct 2019 · 0 repositories
• Leveraging Model Interpretability and Stability to increase Model Robustness
  1 Oct 2019 · 1 repository · arXiv:1910.00387
• Towards Interpretable Object Detection by Unfolding Latent Structures
  1 Oct 2019 · 0 repositories
• Augmenting Non-Collaborative Dialog Systems with Explicit Semantic and Strategic Dialog History
  30 Sep 2019 · 0 repositories · arXiv:1909.13425
• Lane Attention: Predicting Vehicles' Moving Trajectories by Learning Their Attention over Lanes
  29 Sep 2019 · 0 repositories · arXiv:1909.13377
• BEAN: Interpretable Representation Learning with Biologically-Enhanced Artificial Neuronal Assembly Regularization
  27 Sep 2019 · 0 repositories · arXiv:1909.13698
• DisSim: A Discourse-Aware Syntactic Text Simplification Frameworkfor English and German
  26 Sep 2019 · 1 repository · arXiv:1909.12140
• Augmenting Genetic Algorithms with Deep Neural Networks for Exploring the Chemical Space
  25 Sep 2019 · 2 repositories · arXiv:1909.11655
• Manifold Oblique Random Forests: Towards Closing the Gap on Convolutional Deep Networks
  25 Sep 2019 · 1 repository · arXiv:1909.11799
• Switched linear projections for neural network interpretability
  25 Sep 2019 · 0 repositories · arXiv:1909.11275
• Attention Interpretability Across NLP Tasks
  24 Sep 2019 · 3 repositories · arXiv:1909.11218
• Interpretable Models for Understanding Immersive Simulations
  24 Sep 2019 · 0 repositories · arXiv:1909.11025
• Monocular Pedestrian Orientation Estimation Based on Deep 2D-3D Feedforward
  24 Sep 2019 · 1 repository · arXiv:1909.10970
• Scaling-Translation-Equivariant Networks with Decomposed Convolutional Filters
  24 Sep 2019 · 0 repositories · arXiv:1909.11193