Methods › Computer Vision › Image Models › Interpretability › Papers, page 6

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 6 of 14: papers 501 to 600 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.

• Heat and Blur: An Effective and Fast Defense Against Adversarial Examples
  17 Mar 2020 · 0 repositories · arXiv:2003.07573
• Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications
  17 Mar 2020 · 0 repositories · arXiv:2003.07631
• GAMI-Net: An Explainable Neural Network based on Generalized Additive Models with Structured Interactions
  16 Mar 2020 · 2 repositories · arXiv:2003.07132
• Interpretable MTL from Heterogeneous Domains using Boosted Tree
  16 Mar 2020 · 0 repositories · arXiv:2003.07077
• Key Phrase Classification in Complex Assignments
  16 Mar 2020 · 0 repositories · arXiv:2003.07019
• Self-Supervised Discovering of Interpretable Features for Reinforcement Learning
  16 Mar 2020 · 1 repository · arXiv:2003.07069
  Syntology official (archive's flag): 6 ran · 6 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; 4 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 2 pointer-only (licence)
• Collaborative Motion Prediction via Neural Motion Message Passing
  14 Mar 2020 · 1 repository · arXiv:2003.06594
• A Survey of End-to-End Driving: Architectures and Training Methods
  13 Mar 2020 · 0 repositories · arXiv:2003.06404
• Neural Generators of Sparse Local Linear Models for Achieving both Accuracy and Interpretability
  13 Mar 2020 · 0 repositories · arXiv:2003.06441
• Predicting Legal Proceedings Status: Approaches Based on Sequential Text Data
  13 Mar 2020 · 1 repository · arXiv:2003.11561
• xCos: An Explainable Cosine Metric for Face Verification Task
  11 Mar 2020 · 1 repository · arXiv:2003.05383
• Towards Interpretable ANNs: An Exact Transformation to Multi-Class Multivariate Decision Trees
  10 Mar 2020 · 0 repositories · arXiv:2003.04675
• Tidying Deep Saliency Prediction Architectures
  10 Mar 2020 · 1 repository · arXiv:2003.04942
  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) · 0 unverified (of 5 harvested samples)
• Causal Interpretability for Machine Learning -- Problems, Methods and Evaluation
  9 Mar 2020 · 0 repositories · arXiv:2003.03934
• Neuro-symbolic Architectures for Context Understanding
  9 Mar 2020 · 0 repositories · arXiv:2003.04707
• UPR: A Model-Driven Architecture for Deep Phase Retrieval
  9 Mar 2020 · 0 repositories · arXiv:2003.04396
• SAFE: Scalable Automatic Feature Engineering Framework for Industrial Tasks
  5 Mar 2020 · 0 repositories · arXiv:2003.02556
• ViCE: Visual Counterfactual Explanations for Machine Learning Models
  5 Mar 2020 · 1 repository · arXiv:2003.02428
  Syntology official (archive's flag): 3 ran · 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) · 0 unverified (of 3 harvested samples)
• Towards Novel Insights in Lattice Field Theory with Explainable Machine Learning
  3 Mar 2020 · 0 repositories · arXiv:2003.01504
• What's the relationship between CNNs and communication systems?
  3 Mar 2020 · 0 repositories · arXiv:2003.01413
• Toward Interpretability of Dual-Encoder Models for Dialogue Response Suggestions
  2 Mar 2020 · 0 repositories · arXiv:2003.04998
• A Study on Multimodal and Interactive Explanations for Visual Question Answering
  1 Mar 2020 · 0 repositories · arXiv:2003.00431
• Decision Trees for Decision-Making under the Predict-then-Optimize Framework
  29 Feb 2020 · 1 repository · arXiv:2003.00360
  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) · 0 unverified (of 6 harvested samples)
• Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective
  29 Feb 2020 · 0 repositories · arXiv:2003.00330
• Survival Cluster Analysis
  29 Feb 2020 · 1 repository · arXiv:2003.00355
• Action Quality Assessment using Siamese Network-Based Deep Metric Learning
  27 Feb 2020 · 0 repositories · arXiv:2002.12096
• Hallucinative Topological Memory for Zero-Shot Visual Planning
  27 Feb 2020 · 1 repository · arXiv:2002.12336
• Testing Goodness of Fit of Conditional Density Models with Kernels
  24 Feb 2020 · 1 repository · arXiv:2002.10271
  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) · 5 unverified (of 9 harvested samples)
• Sampling for Deep Learning Model Diagnosis (Technical Report)
  22 Feb 2020 · 0 repositories · arXiv:2002.09754
• The Pragmatic Turn in Explainable Artificial Intelligence (XAI)
  22 Feb 2020 · 0 repositories · arXiv:2002.09595
• An Investigation of Interpretability Techniques for Deep Learning in Predictive Process Analytics
  21 Feb 2020 · 0 repositories · arXiv:2002.09192
• Autonomous Discovery of Unknown Reaction Pathways from Data by Chemical Reaction Neural Network
  20 Feb 2020 · 1 repository · arXiv:2002.09062
• Interpretability of machine learning based prediction models in healthcare
  20 Feb 2020 · 0 repositories · arXiv:2002.08596
• Interpreting Interpretations: Organizing Attribution Methods by Criteria
  19 Feb 2020 · 0 repositories · arXiv:2002.07985
• Decoding pedestrian and automated vehicle interactions using immersive virtual reality and interpretable deep learning
  18 Feb 2020 · 0 repositories · arXiv:2002.07325
• Investigating the Compositional Structure Of Deep Neural Networks
  17 Feb 2020 · 0 repositories · arXiv:2002.06967
• Learning Group Structure and Disentangled Representations of Dynamical Environments
  17 Feb 2020 · 1 repository · arXiv:2002.06991
  Syntology official (archive's flag): 1 ran · 1 ran (of which 1 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) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample)
• MRRC: Multiple Role Representation Crossover Interpretation for Image Captioning With R-CNN Feature Distribution Composition (FDC)
  15 Feb 2020 · 0 repositories · arXiv:2002.06436
• Semi-Structured Distributional Regression -- Extending Structured Additive Models by Arbitrary Deep Neural Networks and Data Modalities
  13 Feb 2020 · 2 repositories · arXiv:2002.05777
  Syntology community repositories only · 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) · 0 unverified (of 3 harvested samples)
• Multiresolution Tensor Learning for Efficient and Interpretable Spatial Analysis
  13 Feb 2020 · 1 repository · arXiv:2002.05578
  Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 3 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples)
• Deep compositional robotic planners that follow natural language commands
  12 Feb 2020 · 0 repositories · arXiv:2002.05201
• Deep Variational Luenberger-type Observer for Stochastic Video Prediction
  12 Feb 2020 · 0 repositories · arXiv:2003.00835
• HAN-ECG: An Interpretable Atrial Fibrillation Detection Model Using Hierarchical Attention Networks
  12 Feb 2020 · 0 repositories · arXiv:2002.05262
• Leveraging Rationales to Improve Human Task Performance
  11 Feb 2020 · 0 repositories · arXiv:2002.04202
• Lifting Interpretability-Performance Trade-off via Automated Feature Engineering
  11 Feb 2020 · 1 repository · arXiv:2002.04267
• Interpretable Companions for Black-Box Models
  10 Feb 2020 · 0 repositories · arXiv:2002.03494
• REALM: Retrieval-Augmented Language Model Pre-Training
  10 Feb 2020 · 6 repositories · arXiv:2002.08909
  Syntology community repositories only · 4 ran (of which 1 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 2 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Attentive Group Equivariant Convolutional Networks
  7 Feb 2020 · 1 repository · arXiv:2002.03830
  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) · 2 unverified (of 3 harvested samples)
• FourierNet: Compact mask representation for instance segmentation using differentiable shape decoders
  7 Feb 2020 · 1 repository · arXiv:2002.02709
  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)
• Concept Whitening for Interpretable Image Recognition
  5 Feb 2020 · 2 repositories · arXiv:2002.01650
  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) · 1 unverified (of 2 harvested samples) · 1 pointer-only (licence)
• Generating Interpretable Poverty Maps using Object Detection in Satellite Images
  5 Feb 2020 · 0 repositories · arXiv:2002.01612
• A Regression Tsetlin Machine with Integer Weighted Clauses for Compact Pattern Representation
  4 Feb 2020 · 5 repositories · arXiv:2002.01245
• Deep-URL: A Model-Aware Approach To Blind Deconvolution Based On Deep Unfolded Richardson-Lucy Network
  3 Feb 2020 · 0 repositories · arXiv:2002.01053
• Interpreting video features: a comparison of 3D convolutional networks and convolutional LSTM networks
  2 Feb 2020 · 2 repositories · arXiv:2002.00367
• Localizing Interpretable Multi-scale informative Patches Derived from Media Classification Task
  31 Jan 2020 · 0 repositories · arXiv:2002.03737
• Semantic Discord: Finding Unusual Local Patterns for Time Series
  30 Jan 2020 · 1 repository · arXiv:2001.11842
• Controlling generative models with continuous factors of variations
  28 Jan 2020 · 1 repository · arXiv:2001.10238
  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) · 3 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Interpreting Machine Learning Malware Detectors Which Leverage N-gram Analysis
  27 Jan 2020 · 1 repository · arXiv:2001.10916
• One Explanation Does Not Fit All: The Promise of Interactive Explanations for Machine Learning Transparency
  27 Jan 2020 · 0 repositories · arXiv:2001.09734
• The POLAR Framework: Polar Opposites Enable Interpretability of Pre-Trained Word Embeddings
  27 Jan 2020 · 1 repository · arXiv:2001.09876
• An interpretable semi-supervised classifier using two different strategies for amended self-labeling
  26 Jan 2020 · 0 repositories · arXiv:2001.09502
• Sparse Semi-supervised Heterogeneous Interbattery Bayesian Analysis
  24 Jan 2020 · 1 repository · arXiv:2001.08975
• CNN-CASS: CNN for Classification of Coronary Artery Stenosis Score in MPR Images
  23 Jan 2020 · 1 repository · arXiv:2001.08593
• Visual Summary of Value-level Feature Attribution in Prediction Classes with Recurrent Neural Networks
  23 Jan 2020 · 0 repositories · arXiv:2001.08379
• A Hierarchical Location Normalization System for Text
  21 Jan 2020 · 1 repository · arXiv:2001.07320
• Adequate and fair explanations
  21 Jan 2020 · 0 repositories · arXiv:2001.07578
• AI Trust in business processes: The need for process-aware explanations
  21 Jan 2020 · 0 repositories · arXiv:2001.07537
• SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation
  21 Jan 2020 · 3 repositories · arXiv:2001.07645
  Syntology official (archive's flag): 9 ran · 12 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; 3 where Syntology's instrument failed) · 3 unverified (of 15 harvested samples)
• An interpretable neural network model through piecewise linear approximation
  20 Jan 2020 · 0 repositories · arXiv:2001.07119
• High-Fidelity Synthesis with Disentangled Representation
  13 Jan 2020 · 2 repositories · arXiv:2001.04296
  Syntology official (archive's flag): 1 ran · 6 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 2 honoured, 1 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 3 pointer-only (licence)
• Towards Interpretable and Robust Hand Detection via Pixel-wise Prediction
  13 Jan 2020 · 0 repositories · arXiv:2001.04163
• Interpretable feature subset selection: A Shapley value based approach
  12 Jan 2020 · 0 repositories · arXiv:2001.03956
• Explaining the Explainer: A First Theoretical Analysis of LIME
  10 Jan 2020 · 0 repositories · arXiv:2001.03447
• On Interpretability of Artificial Neural Networks: A Survey
  8 Jan 2020 · 1 repository · arXiv:2001.02522
• Paraphrase Generation with Latent Bag of Words
  7 Jan 2020 · 2 repositories · arXiv:2001.01941
  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) · 7 unverified (of 12 harvested samples)
• Generating Semantic Adversarial Examples via Feature Manipulation
  6 Jan 2020 · 0 repositories · arXiv:2001.02297
• FrequentNet: A Novel Interpretable Deep Learning Model for Image Classification
  4 Jan 2020 · 1 repository · arXiv:2001.01034
• Explain and Improve: LRP-Inference Fine-Tuning for Image Captioning Models
  4 Jan 2020 · 1 repository · arXiv:2001.01037
• DeepCoDA: personalized interpretability for compositional health
  1 Jan 2020 · 1 repository
• Multidimensional Shape Constraints
  1 Jan 2020 · 0 repositories
• Parameterized Rate-Distortion Stochastic Encoder
  1 Jan 2020 · 0 repositories
• Retrieval Augmented Language Model Pre-Training
  1 Jan 2020 · 0 repositories
• Simplicial Complex Networks
  1 Jan 2020 · 0 repositories
• A general anomaly detection framework for fleet-based condition monitoring of machines
  30 Dec 2019 · 0 repositories · arXiv:1912.12941
• Biophysical models of cis-regulation as interpretable neural networks
  30 Dec 2019 · 0 repositories · arXiv:2001.03560
• Multi-Objective Hyperparameter Tuning and Feature Selection using Filter Ensembles
  30 Dec 2019 · 0 repositories · arXiv:1912.12912
• Explainable Deep Relational Networks for Predicting Compound-Protein Affinities and Contacts
  29 Dec 2019 · 0 repositories · arXiv:1912.12553
• Teaching Responsible Data Science: Charting New Pedagogical Territory
  23 Dec 2019 · 0 repositories · arXiv:1912.10564
• Exploring Interpretability for Predictive Process Analytics
  22 Dec 2019 · 0 repositories · arXiv:1912.10558
• Regularized Operating Envelope with Interpretability and Implementability Constraints
  21 Dec 2019 · 0 repositories · arXiv:1912.10158
• Learned SVD: solving inverse problems via hybrid autoencoding
  20 Dec 2019 · 0 repositories · arXiv:1912.10840
• Analyzing an Imitation Learning Network for Fundus Image Registration Using a Divide-and-Conquer Approach
  19 Dec 2019 · 0 repositories · arXiv:1912.10837
• Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting
  19 Dec 2019 · 36 repositories · arXiv:1912.09363
  Syntology 8 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 4 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples) · 5 pointer-only (licence)
• Analysing Deep Reinforcement Learning Agents Trained with Domain Randomisation
  18 Dec 2019 · 0 repositories · arXiv:1912.08324
• Pruning by Explaining: A Novel Criterion for Deep Neural Network Pruning
  18 Dec 2019 · 1 repository · arXiv:1912.08881
• Balancing the Tradeoff Between Clustering Value and Interpretability
  17 Dec 2019 · 1 repository · arXiv:1912.07820
  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) · 3 unverified (of 8 harvested samples)
• PixelRL: Fully Convolutional Network with Reinforcement Learning for Image Processing
  16 Dec 2019 · 1 repository · arXiv:1912.07190
• Unsupervised and Generic Short-Term Anticipation of Human Body Motions
  13 Dec 2019 · 0 repositories · arXiv:1912.06688
• Deep Adaptive Wavelet Network
  10 Dec 2019 · 1 repository · arXiv:1912.05035
• Recurrent Point Processes for Dynamic Review Models
  9 Dec 2019 · 0 repositories · arXiv:1912.04132