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Robust classification

Papers archive 2025-07-28

archive papers tagged: 295 · with a code link: 122 · where Syntology ran a sample: 38 (32 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (38 of 295 tagged: 32 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 295, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “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 figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. 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); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• PointMask: Towards Interpretable and Bias-Resilient Point Cloud Processing
  9 Jul 2020 1 repository listed
• Proper Network Interpretability Helps Adversarial Robustness in Classification
  26 Jun 2020 1 repository listed Syntology official (archive's flag): 6 ran · 6 ran (of which 1 constructed an object rather than computing a result; 3 with no instrument failure: 2 honoured, 0 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 11 unverified (of 17 harvested samples) · 1 pointer-only (licence)
• Adversarial Feature Desensitization
  8 Jun 2020 1 repository listed
• Stochastic Security: Adversarial Defense Using Long-Run Dynamics of Energy-Based Models
  27 May 2020 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• An Adversarial Approach for the Robust Classification of Pneumonia from Chest Radiographs
  13 Jan 2020 1 repository listed
• Robustness Certificates for Sparse Adversarial Attacks by Randomized Ablation
  21 Nov 2019 1 repository listed
• Improved Sample Complexities for Deep Networks and Robust Classification via an All-Layer Margin
  9 Oct 2019 1 repository listed Syntology official: harvested, nothing 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) · 2 pointer-only (licence)
• Detecting Adversarial Samples Using Influence Functions and Nearest Neighbors
  15 Sep 2019 1 repository listed
• Incremental and Decremental Fuzzy Bounded Twin Support Vector Machine
  22 Jul 2019 1 repository listed
• Adversarial Explanations for Understanding Image Classification Decisions and Improved Neural Network Robustness
  7 Jun 2019 1 repository listed
• A Tunable Loss Function for Robust Classification: Calibration, Landscape, and Generalization
  5 Jun 2019 1 repository listed
• GAT: Generative Adversarial Training for Adversarial Example Detection and Robust Classification
  27 May 2019 1 repository listed
• End-to-End Learning of Representations for Asynchronous Event-Based Data
  17 Apr 2019 1 repository listed 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) · 0 unverified (of 4 harvested samples) · 3 pointer-only (licence)
• Improving Landmark Recognition using Saliency detection and Feature classification
  30 Nov 2018 1 repository listed
• DeepWeeds: A Multiclass Weed Species Image Dataset for Deep Learning
  9 Oct 2018 1 repository listed 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)
• Weakly Supervised Coupled Networks for Visual Sentiment Analysis
  1 Jun 2018 1 repository listed
• Detecting Multi-Oriented Text with Corner-based Region Proposals
  8 Apr 2018 1 repository listed
• HATS: Histograms of Averaged Time Surfaces for Robust Event-based Object Classification
  21 Mar 2018 1 repository listed
• An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier
  28 Feb 2018 1 repository listed
• A generalised framework for detailed classification of swimming paths inside the Morris Water Maze
  20 Nov 2017 1 repository listed
• A Fast and Robust TSVM for Pattern Classification
  15 Nov 2017 1 repository listed
• Polynomial expansion of the binary classification function
  26 Mar 2012 1 repository listed
• Quantum-Informed Contrastive Learning with Dynamic Mixup Augmentation for Class-Imbalanced Expert Systems
  16 Jun 2025 0 repositories listed
• CEM-FBGTinyDet: Context-Enhanced Foreground Balance with Gradient Tuning for tiny Objects
  11 Jun 2025 0 repositories listed
• Identifying and Understanding Cross-Class Features in Adversarial Training
  5 Jun 2025 0 repositories listed
• Uncertainty-Aware Genomic Classification of Alzheimer's Disease: A Transformer-Based Ensemble Approach with Monte Carlo Dropout
  31 May 2025 0 repositories listed
• Respond to Change with Constancy: Instruction-tuning with LLM for Non-I.I.D. Network Traffic Classification
  27 May 2025 0 repositories listed
• Machine Learning Approaches to Vocal Register Classification in Contemporary Male Pop Music
  16 May 2025 0 repositories listed
• Contrastive Normalizing Flows for Uncertainty-Aware Parameter Estimation
  13 May 2025 0 repositories listed
• Fine-Grained Bias Exploration and Mitigation for Group-Robust Classification
  11 May 2025 0 repositories listed
• Supervised and Unsupervised Textile Classification via Near-Infrared Hyperspectral Imaging and Deep Learning
  6 May 2025 0 repositories listed
• Low-dimensional representation of brain networks for seizure risk forecasting
  1 May 2025 0 repositories listed
• Semantic-Aware Contrastive Fine-Tuning: Boosting Multimodal Malware Classification with Discriminative Embeddings
  25 Apr 2025 0 repositories listed
• Classification of Firn Data via Topological Features
  22 Apr 2025 0 repositories listed
• Towards Hardware Supported Domain Generalization in DNN-Based Edge Computing Devices for Health Monitoring
  12 Mar 2025 0 repositories listed
• AI-Augmented Thyroid Scintigraphy for Robust Classification
  1 Mar 2025 0 repositories listed
• RIE-SenseNet: Riemannian Manifold Embedding of Multi-Source Industrial Sensor Signals for Robust Pattern Recognition
  4 Feb 2025 0 repositories listed
• Transfer Learning Strategies for Pathological Foundation Models: A Systematic Evaluation in Brain Tumor Classification
  19 Jan 2025 0 repositories listed
• CellOMaps: A Compact Representation for Robust Classification of Lung Adenocarcinoma Growth Patterns
  14 Jan 2025 0 repositories listed
• Scam Detection for Ethereum Smart Contracts: Leveraging Graph Representation Learning for Secure Blockchain
  16 Dec 2024 0 repositories listed
• Bed-Attached Vibration Sensor System: A Machine Learning Approach for Fall Detection in Nursing Homes
  6 Dec 2024 0 repositories listed
• Intriguing Properties of Robust Classification
  5 Dec 2024 0 repositories listed
• Towards Class-wise Robustness Analysis
  29 Nov 2024 0 repositories listed
• Evaluating the Robustness of the "Ensemble Everything Everywhere" Defense
  22 Nov 2024 0 repositories listed
• A Regularized LSTM Method for Detecting Fake News Articles
  16 Nov 2024 0 repositories listed
• CryptoLLM: Unleashing the Power of Prompted LLMs for SmartQnA and Classification of Crypto Posts
  12 Nov 2024 0 repositories listed
• Unpicking Data at the Seams: VAEs, Disentanglement and Independent Components
  29 Oct 2024 0 repositories listed
• Leveraging Auxiliary Task Relevance for Enhanced Bearing Fault Diagnosis through Curriculum Meta-learning
  27 Oct 2024 0 repositories listed
• Achieving Generalization in Orchestrating GNSS Interference Monitoring Stations Through Pseudo-Labeling
  3 Oct 2024 0 repositories listed
• In-Situ Fine-Tuning of Wildlife Models in IoT-Enabled Camera Traps for Efficient Adaptation
  12 Sep 2024 0 repositories listed
• Detecting Calls to Action in Multimodal Content: Analysis of the 2021 German Federal Election Campaign on Instagram
  4 Sep 2024 0 repositories listed
• Pediatric TSC-Related Epilepsy Classification from Clinical MR Images Using Quantum Neural Network
  8 Aug 2024 0 repositories listed
• Robust Image Classification in the Presence of Out-of-Distribution and Adversarial Samples Using Attractors in Neural Networks
  15 Jun 2024 0 repositories listed
• Heart Sound Segmentation Using Deep Learning Techniques
  9 Jun 2024 0 repositories listed
• M3D: Manifold-based Domain Adaptation with Dynamic Distribution for Non-Deep Transfer Learning in Cross-subject and Cross-session EEG-based Emotion Recognition
  24 Apr 2024 0 repositories listed
• Coordinated Sparse Recovery of Label Noise
  7 Apr 2024 0 repositories listed
• Policy Learning for Optimal Dynamic Treatment Regimes with Observational Data
  30 Mar 2024 0 repositories listed
• Leveraging advances in machine learning for the robust classification and interpretation of networks
  20 Mar 2024 0 repositories listed
• FakeWatch: A Framework for Detecting Fake News to Ensure Credible Elections
  14 Mar 2024 0 repositories listed
• Iterative Online Image Synthesis via Diffusion Model for Imbalanced Classification
  13 Mar 2024 0 repositories listed
• Ransomware detection using stacked autoencoder for feature selection
  17 Feb 2024 0 repositories listed
• TriAug: Out-of-Distribution Detection for Imbalanced Breast Lesion in Ultrasound
  12 Feb 2024 0 repositories listed
• Exploiting GPT-4 Vision for Zero-shot Point Cloud Understanding
  15 Jan 2024 0 repositories listed
• CausalPC: Improving the Robustness of Point Cloud Classification by Causal Effect Identification
  1 Jan 2024 0 repositories listed
• Learning Optimal Classification Trees Robust to Distribution Shifts
  26 Oct 2023 0 repositories listed
• Extended target tracking utilizing machine-learning software -- with applications to animal classification
  12 Oct 2023 0 repositories listed
• GReAT: A Graph Regularized Adversarial Training Method
  9 Oct 2023 0 repositories listed
• centroIDA: Cross-Domain Class Discrepancy Minimization Based on Accumulative Class-Centroids for Imbalanced Domain Adaptation
  21 Aug 2023 0 repositories listed
• FaFCNN: A General Disease Classification Framework Based on Feature Fusion Neural Networks
  24 Jul 2023 0 repositories listed
• Robust Surgical Tools Detection in Endoscopic Videos with Noisy Data
  3 Jul 2023 0 repositories listed
• Revisiting Image Classifier Training for Improved Certified Robust Defense against Adversarial Patches
  22 Jun 2023 0 repositories listed
• Explainable AI and Machine Learning Towards Human Gait Deterioration Analysis
  12 Jun 2023 0 repositories listed
• Fourier Test-time Adaptation with Multi-level Consistency for Robust Classification
  5 Jun 2023 0 repositories listed
• A Robust Classifier Under Missing-Not-At-Random Sample Selection Bias
  25 May 2023 0 repositories listed
• Enhanced Multi-level Features for Very High Resolution Remote Sensing Scene Classification
  1 May 2023 0 repositories listed
• On the Role of Randomization in Adversarially Robust Classification
  14 Feb 2023 0 repositories listed
• Robust 3D Shape Classification via Non-Local Graph Attention Network
  1 Jan 2023 0 repositories listed
• Topological Data Analysis of Spatial Patterning in Heterogeneous Cell Populations: Clustering and Sorting with Varying Cell-Cell Adhesion
  28 Dec 2022 0 repositories listed
• Generative Robust Classification
  14 Dec 2022 0 repositories listed
• Robust Classification of Digitally Modulated Signals Using Capsule Networks and Cyclic Cumulant Features
  1 Nov 2022 0 repositories listed
• Robustcaps: a transformation-robust capsule network for image classification
  20 Oct 2022 0 repositories listed
• Robust Empirical Risk Minimization with Tolerance
  2 Oct 2022 0 repositories listed
• Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark Features
  18 Sep 2022 0 repositories listed
• A Novel Hybrid Sampling Framework for Imbalanced Learning
  20 Aug 2022 0 repositories listed
• On Transfer of Adversarial Robustness from Pretraining to Downstream Tasks
  7 Aug 2022 0 repositories listed
• Towards Accurate and Robust Classification in Continuously Transitioning Industrial Sprays with Mixup
  20 Jul 2022 0 repositories listed
• Gradient Concealment: Free Lunch for Defending Adversarial Attacks
  21 May 2022 0 repositories listed
• Monotonicity Regularization: Improved Penalties and Novel Applications to Disentangled Representation Learning and Robust Classification
  17 May 2022 0 repositories listed
• MIRST-DM: Multi-Instance RST with Drop-Max Layer for Robust Classification of Breast Cancer
  2 May 2022 0 repositories listed
• Pneumonia Detection in Chest X-Rays using Neural Networks
  7 Apr 2022 0 repositories listed
• Data-Driven Mitigation of Adversarial Text Perturbation
  19 Feb 2022 0 repositories listed
• Efficient and Robust Classification for Sparse Attacks
  23 Jan 2022 0 repositories listed
• Adversarially Robust Classification by Conditional Generative Model Inversion
  12 Jan 2022 0 repositories listed
• Linearly-involved Moreau-Enhanced-over-Subspace Model: Debiased Sparse Modeling and Stable Outlier-Robust Regression
  10 Jan 2022 0 repositories listed
• Open-Set Recognition of Breast Cancer Treatments
  9 Jan 2022 0 repositories listed
• Optimal Robust Classification Trees
  22 Nov 2021 0 repositories listed
• CAGE: Probing Causal Relationships in Deep Generative Models
  29 Sep 2021 0 repositories listed
• In-filter Computing For Designing Ultra-light Acoustic Pattern Recognizers
  11 Sep 2021 0 repositories listed
• Contrastive Representations for Label Noise Require Fine-Tuning
  20 Aug 2021 0 repositories listed
• Does Adversarial Oversampling Help us?
  20 Aug 2021 0 repositories listed

Syntology lines on 5 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.