| Adaptative Perturbation Patterns: Realistic Adversarial Learning for Robust Intrusion Detection | Mar 8, 2022 | Intrusion Detectionvalid | —Unverified | 0 |
| Shadows can be Dangerous: Stealthy and Effective Physical-world Adversarial Attack by Natural Phenomenon | Mar 8, 2022 | Adversarial AttackTraffic Sign Recognition | CodeCode Available | 1 |
| A novel shape-based loss function for machine learning-based seminal organ segmentation in medical imaging | Mar 7, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| An Improved Automatic Modulation Classification Scheme Based on Adaptive Fusion Network | Mar 7, 2022 | Classificationvalid | —Unverified | 0 |
| Fast Rates for Noisy Interpolation Require Rethinking the Effects of Inductive Bias | Mar 7, 2022 | Inductive Biasvalid | CodeCode Available | 0 |
| Price and Payoff Autocorrelations in a Multi-Period Consumption-Based Asset Pricing Model | Mar 5, 2022 | valid | —Unverified | 0 |
| Bayesian Optimization Meets Hybrid Zero Dynamics: Safe Parameter Learning for Bipedal Locomotion Control | Mar 4, 2022 | Bayesian Optimizationvalid | —Unverified | 0 |
| 3D endoscopic depth estimation using 3D surface-aware constraints | Mar 4, 2022 | Depth EstimationImage Reconstruction | —Unverified | 0 |
| Estimating the HEVC Decoding Energy Using the Decoder Processing Time | Mar 3, 2022 | Decodervalid | —Unverified | 0 |
| Parameterized Image Quality Score Distribution Prediction | Mar 2, 2022 | Predictionvalid | —Unverified | 0 |
| Implications of Distance over Redistricting Maps: Central and Outlier Maps | Mar 2, 2022 | FairnessOutlier Detection | —Unverified | 0 |
| Keyword Optimization in Sponsored Search Advertising: A Multi-Level Computational Framework | Feb 28, 2022 | valid | —Unverified | 0 |
| ConvNeXt-backbone HoVerNet for nuclei segmentation and classification | Feb 28, 2022 | ClassificationSemantic Segmentation | CodeCode Available | 0 |
| Mental State Classification Using Multi-graph Features | Feb 25, 2022 | ClassificationEEG | —Unverified | 0 |
| Beyond Bjøntegaard: Limits of Video Compression Performance Comparisons | Feb 25, 2022 | validVideo Compression | —Unverified | 0 |
| ARIA: Adversarially Robust Image Attribution for Content Provenance | Feb 25, 2022 | Contrastive LearningImage Attribution | —Unverified | 0 |
| From Natural Language to Simulations: Applying GPT-3 Codex to Automate Simulation Modeling of Logistics Systems | Feb 24, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Speech watermarking: an approach for the forensic analysis of digital telephonic recordings | Feb 23, 2022 | ArticlesSpeaker Identification | —Unverified | 0 |
| Distributional Counterfactual Analysis in High-Dimensional Setup | Feb 23, 2022 | counterfactualvalid | —Unverified | 0 |
| Causal Effect Identification in Cluster DAGs | Feb 22, 2022 | counterfactualvalid | —Unverified | 0 |
| Efficient and Differentiable Conformal Prediction with General Function Classes | Feb 22, 2022 | Conformal Predictionimage-classification | CodeCode Available | 0 |
| Automated Parkinson's Disease Detection and Affective Analysis from Emotional EEG Signals | Feb 21, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| ExAIS: Executable AI Semantics | Feb 20, 2022 | Logical Reasoningvalid | CodeCode Available | 1 |
| Navigating Conceptual Space; A new take on Artificial General Intelligence | Feb 19, 2022 | Autonomous NavigationRobot Navigation | —Unverified | 0 |
| ValAsp: a tool for data validation in Answer Set Programming | Feb 19, 2022 | valid | —Unverified | 0 |
| Geometric Algebra based Embeddings for Static and Temporal Knowledge Graph Completion | Feb 18, 2022 | Knowledge Graph CompletionKnowledge Graph Embeddings | —Unverified | 0 |
| Evaluating the Construct Validity of Text Embeddings with Application to Survey Questions | Feb 18, 2022 | SentenceSurvey | CodeCode Available | 0 |
| Ensemble Conformalized Quantile Regression for Probabilistic Time Series Forecasting | Feb 17, 2022 | Conformal PredictionPrediction Intervals | CodeCode Available | 1 |
| Unsupervised Learning of Group Invariant and Equivariant Representations | Feb 15, 2022 | DecoderRepresentation Learning | CodeCode Available | 0 |
| Counterfactual inference for sequential experiments | Feb 14, 2022 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Statistical Inference for the Dynamic Time Warping Distance, with Application to Abnormal Time-Series Detection | Feb 14, 2022 | Decision MakingDynamic Time Warping | —Unverified | 0 |
| A Simplified Variant of Gödel's Ontological Argument | Feb 13, 2022 | PersuasivenessPhilosophy | —Unverified | 0 |
| Optimal Multi-Agent Path Finding for Precedence Constrained Planning Tasks | Feb 8, 2022 | Multi-Agent Path Findingvalid | —Unverified | 0 |
| Dynamic Heterogeneous Distribution Regression Panel Models, with an Application to Labor Income Processes | Feb 8, 2022 | regressionvalid | —Unverified | 0 |
| Calibrated Learning to Defer with One-vs-All Classifiers | Feb 8, 2022 | AllHate Speech Detection | CodeCode Available | 0 |
| Robust Hybrid Learning With Expert Augmentation | Feb 8, 2022 | Data Augmentationvalid | CodeCode Available | 1 |
| Counterfactual Multi-Token Fairness in Text Classification | Feb 8, 2022 | AttributeClassification | —Unverified | 0 |
| Effects of Parametric and Non-Parametric Methods on High Dimensional Sparse Matrix Representations | Feb 7, 2022 | BIG-bench Machine Learningvalid | CodeCode Available | 0 |
| SLIDE: a surrogate fairness constraint to ensure fairness consistency | Feb 7, 2022 | Fairnessvalid | CodeCode Available | 0 |
| Unsupervised Long-Term Person Re-Identification with Clothes Change | Feb 7, 2022 | ClusteringPerson Re-Identification | —Unverified | 0 |
| Handling Distribution Shifts on Graphs: An Invariance Perspective | Feb 5, 2022 | valid | CodeCode Available | 1 |
| COIL: Constrained Optimization in Learned Latent Space: Learning Representations for Valid Solutions | Feb 4, 2022 | Evolutionary Algorithmsvalid | CodeCode Available | 0 |
| Adaptive Experimentation with Delayed Binary Feedback | Feb 2, 2022 | Multi-Armed Banditsvalid | CodeCode Available | 0 |
| Meta-Learning Hypothesis Spaces for Sequential Decision-making | Feb 1, 2022 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| AI for Chemical Space Gap Filling and Novel Compound Generation | Jan 28, 2022 | valid | —Unverified | 0 |
| FastFlows: Flow-Based Models for Molecular Graph Generation | Jan 28, 2022 | Graph GenerationMolecular Graph Generation | CodeCode Available | 2 |
| LAP: An Attention-Based Module for Concept Based Self-Interpretation and Knowledge Injection in Convolutional Neural Networks | Jan 27, 2022 | Decision Makingvalid | —Unverified | 0 |
| A projection based approach for interactive fixed effects panel data models | Jan 27, 2022 | valid | —Unverified | 0 |
| Synchromesh: Reliable code generation from pre-trained language models | Jan 26, 2022 | Code GenerationLanguage Modeling | CodeCode Available | 2 |
| Neuro-Symbolic Entropy Regularization | Jan 25, 2022 | Structured Predictionvalid | —Unverified | 0 |