| Likelihood-Free Frequentist Inference: Bridging Classical Statistics and Machine Learning for Reliable Simulator-Based Inference | Jul 8, 2021 | DiagnosticOpen-Ended Question Answering | CodeCode Available | 1 |
| Adiabatic Quantum Graph Matching with Permutation Matrix Constraints | Jul 8, 2021 | Graph Matchingvalid | —Unverified | 0 |
| Deep Learning for Two-Sided Matching | Jul 7, 2021 | Deep Learningvalid | —Unverified | 0 |
| Dynamic Ordered Panel Logit Models | Jul 7, 2021 | regressionvalid | —Unverified | 0 |
| MD-split+: Practical Local Conformal Inference in High Dimensions | Jul 7, 2021 | Conformal PredictionDensity Estimation | —Unverified | 0 |
| SinSpell: A Comprehensive Spelling Checker for Sinhala | Jul 7, 2021 | valid | —Unverified | 0 |
| Oriental Language Recognition (OLR) 2020: Summary and Analysis | Jul 5, 2021 | Dialect IdentificationLanguage Identification | —Unverified | 0 |
| The DCU-EPFL Enhanced Dependency Parser at the IWPT 2021 Shared Task | Jul 5, 2021 | valid | CodeCode Available | 0 |
| Recovering the Unbiased Scene Graphs from the Biased Ones | Jul 5, 2021 | Missing LabelsScene Graph Classification | CodeCode Available | 1 |
| QKSA: Quantum Knowledge Seeking Agent | Jul 3, 2021 | Artificial LifeGeneral Reinforcement Learning | CodeCode Available | 0 |
| Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards | Jul 1, 2021 | Question AnsweringQuestion Generation | CodeCode Available | 1 |
| Valid prediction intervals for regression problems | Jul 1, 2021 | Conformal PredictionPrediction | CodeCode Available | 1 |
| On the Practicality of Deterministic Epistemic Uncertainty | Jul 1, 2021 | Image ClassificationOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Efficient Sequence Packing without Cross-contamination: Accelerating Large Language Models without Impacting Performance | Jun 29, 2021 | CoLAvalid | CodeCode Available | 0 |
| MFR 2021: Masked Face Recognition Competition | Jun 29, 2021 | Face RecognitionFace Verification | —Unverified | 0 |
| An Efficient Batch Constrained Bayesian Optimization Approach for Analog Circuit Synthesis via Multi-objective Acquisition Ensemble | Jun 28, 2021 | Bayesian Optimizationvalid | —Unverified | 0 |
| Feature Importance Guided Attack: A Model Agnostic Adversarial Attack | Jun 28, 2021 | Adversarial AttackFeature Importance | —Unverified | 0 |
| The Story in Your Eyes: An Individual-difference-aware Model for Cross-person Gaze Estimation | Jun 27, 2021 | Gaze EstimationGaze Prediction | CodeCode Available | 1 |
| Minimum sharpness: Scale-invariant parameter-robustness of neural networks | Jun 23, 2021 | valid | CodeCode Available | 0 |
| Sampling with Mirrored Stein Operators | Jun 23, 2021 | valid | CodeCode Available | 0 |
| Fairness for Image Generation with Uncertain Sensitive Attributes | Jun 23, 2021 | FairnessImage Generation | CodeCode Available | 1 |
| Finding Valid Adjustments under Non-ignorability with Minimal DAG Knowledge | Jun 22, 2021 | Causal InferenceRepresentation Learning | CodeCode Available | 0 |
| Improved Padding in CNNs for Quantitative Susceptibility Mapping | Jun 21, 2021 | valid | —Unverified | 0 |
| Instrumental Variable Estimation for Compositional Treatments | Jun 21, 2021 | Diversityvalid | CodeCode Available | 0 |
| BanditMF: Multi-Armed Bandit Based Matrix Factorization Recommender System | Jun 21, 2021 | Collaborative FilteringMulti-Armed Bandits | —Unverified | 0 |
| Tackling the Ill-Posedness of Super-Resolution Through Adaptive Target Generation | Jun 19, 2021 | Blind Super-ResolutionSuper-Resolution | CodeCode Available | 1 |
| Non-parametric Differentially Private Confidence Intervals for the Median | Jun 18, 2021 | valid | CodeCode Available | 0 |
| Open Data and the Status Quo -- A Fine-Grained Evaluation Framework for Open Data Quality and an Analysis of Open Data portals in Germany | Jun 17, 2021 | Metadata qualityvalid | —Unverified | 0 |
| Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation | Jun 15, 2021 | Domain AdaptationHeart Segmentation | —Unverified | 0 |
| Robust Inference for High-Dimensional Linear Models via Residual Randomization | Jun 14, 2021 | validVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| On the Sample Complexity of Learning under Invariance and Geometric Stability | Jun 14, 2021 | valid | —Unverified | 0 |
| Cascaded Span Extraction and Response Generation for Document-Grounded Dialog | Jun 14, 2021 | Response Generationvalid | CodeCode Available | 0 |
| Unified Interpretation of Softmax Cross-Entropy and Negative Sampling: With Case Study for Knowledge Graph Embedding | Jun 14, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Sensitivity of LATE Estimates to Violations of the Monotonicity Assumption | Jun 11, 2021 | Sensitivityvalid | —Unverified | 0 |
| A Unified Framework for Constructing Nonconvex Regularizations | Jun 11, 2021 | valid | —Unverified | 0 |
| Data augmentation in Bayesian neural networks and the cold posterior effect | Jun 10, 2021 | Bayesian InferenceData Augmentation | —Unverified | 0 |
| Synthesising Reinforcement Learning Policies through Set-Valued Inductive Rule Learning | Jun 10, 2021 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| Adversarial Motion Modelling helps Semi-supervised Hand Pose Estimation | Jun 10, 2021 | Hand Pose EstimationPose Estimation | —Unverified | 0 |
| Self-Improved Retrosynthetic Planning | Jun 9, 2021 | Multi-step retrosynthesisvalid | CodeCode Available | 1 |
| Adaptive Machine Unlearning | Jun 8, 2021 | Machine Unlearningvalid | CodeCode Available | 0 |
| Augmenting Molecular Deep Generative Models with Topological Data Analysis Representations | Jun 8, 2021 | Drug DiscoveryTopological Data Analysis | —Unverified | 0 |
| Inference for Network Regression Models with Community Structure | Jun 8, 2021 | Clusteringregression | —Unverified | 0 |
| Prevention Is Better Than Cure: Experimental Evidence From Milk Fever Incidence in Dairy Animals of Haryana, India | Jun 7, 2021 | valid | —Unverified | 0 |
| Statistical Inference for High-Dimensional Linear Regression with Blockwise Missing Data | Jun 7, 2021 | Imputationregression | CodeCode Available | 0 |
| Distributional Reinforcement Learning with Unconstrained Monotonic Neural Networks | Jun 6, 2021 | Distributional Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Improving Automated Evaluation of Open Domain Dialog via Diverse Reference Augmentation | Jun 5, 2021 | Dialogue EvaluationOpen-Domain Dialog | CodeCode Available | 0 |
| Motion Planning Transformers: A Motion Planning Framework for Mobile Robots | Jun 5, 2021 | Motion Planningvalid | CodeCode Available | 1 |
| Can convolutional ResNets approximately preserve input distances? A frequency analysis perspective | Jun 4, 2021 | Uncertainty Quantificationvalid | —Unverified | 0 |
| There are no valid points of criticism in Tyshkovskiy and Panchin's response (10.1002/bies.202000325) to our paper "The genetic structure of SARS-CoV-2 does not rule out a laboratory origin" (DOI: 10.1002/bies.202000240) | Jun 3, 2021 | valid | —Unverified | 0 |
| A Discussion On the Validity of Manifold Learning | Jun 3, 2021 | Dimensionality Reductionspeech-recognition | —Unverified | 0 |