| Normalizing Flows for Knockoff-free Controlled Feature Selection | Jun 3, 2021 | Density Estimationfeature selection | CodeCode Available | 0 |
| Few-Shot Partial-Label Learning | Jun 2, 2021 | Few-Shot LearningMetric Learning | —Unverified | 0 |
| Improvement over Pinball Loss Support Vector Machine | Jun 2, 2021 | Binary Classificationvalid | CodeCode Available | 0 |
| Validity-Based Sampling and Smoothing Methods for Multiple Reference Image Captioning | Jun 1, 2021 | Image Captioningvalid | —Unverified | 0 |
| Temporal Knowledge Graph Completion using a Linear Temporal Regularizer and Multivector Embeddings | Jun 1, 2021 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 1 |
| Proving Equivalence Between Complex Expressions Using Graph-to-Sequence Neural Models | Jun 1, 2021 | Graph-to-Sequencevalid | —Unverified | 0 |
| Improving Conditional Coverage via Orthogonal Quantile Regression | Jun 1, 2021 | Prediction Intervalsquantile regression | CodeCode Available | 1 |
| Post-Contextual-Bandit Inference | Jun 1, 2021 | valid | —Unverified | 0 |
| Locally Valid and Discriminative Prediction Intervals for Deep Learning Models | Jun 1, 2021 | Conformal PredictionDeep Learning | CodeCode Available | 1 |
| Conformal Uncertainty Sets for Robust Optimization | May 31, 2021 | Conformal PredictionDecision Making | —Unverified | 0 |
| Specification tests for GARCH processes | May 28, 2021 | valid | —Unverified | 0 |
| Diagnosing Transformers in Task-Oriented Semantic Parsing | May 27, 2021 | Semantic Parsingvalid | —Unverified | 0 |
| Low Resolution Information Also Matters: Learning Multi-Resolution Representations for Person Re-Identification | May 26, 2021 | Person Re-IdentificationSuper-Resolution | —Unverified | 0 |
| Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering | May 25, 2021 | Abstract Meaning RepresentationARC | CodeCode Available | 1 |
| Optimized conformal classification using gradient descent approximation | May 24, 2021 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Inference for multi-valued heterogeneous treatment effects when the number of treated units is small | May 23, 2021 | valid | —Unverified | 0 |
| A review of approaches to modeling applied vehicle routing problems | May 23, 2021 | Diversityvalid | —Unverified | 0 |
| Stochastic optimization under time drift: iterate averaging, step-decay schedules, and high probability guarantees | May 21, 2021 | Stochastic Optimizationvalid | —Unverified | 0 |
| Segmentation of high dimensional means over multi-dimensional change points and connections to regression trees | May 20, 2021 | Astronomyregression | —Unverified | 0 |
| ASQ: Automatically Generating Question-Answer Pairs using AMRs | May 20, 2021 | Abstract Meaning RepresentationSentence | —Unverified | 0 |
| Online Binary Models are Promising for Distinguishing Temporally Consistent Computer Usage Profiles | May 20, 2021 | valid | —Unverified | 0 |
| Zorro: Valid, Sparse, and Stable Explanations in Graph Neural Networks | May 18, 2021 | AttributeExplanation Generation | CodeCode Available | 1 |
| On the Robustness of Domain Constraints | May 18, 2021 | valid | —Unverified | 0 |
| Reconfiguring Hybrid Systems Using SAT | May 18, 2021 | valid | —Unverified | 0 |
| Resting state alpha oscillatory activity is a valid and reliable marker of schizotypy | May 17, 2021 | EEGFunctional Connectivity | CodeCode Available | 0 |
| CNN-based Approaches For Cross-Subject Classification in Motor Imagery: From The State-of-The-Art to DynamicNet | May 17, 2021 | Brain Computer InterfaceDeep Learning | CodeCode Available | 1 |
| Importance Weighted Adversarial Discriminative Transfer for Anomaly Detection | May 14, 2021 | Anomaly Detectionvalid | CodeCode Available | 0 |
| Simplified Kripke semantics for K45-like Godel modal logics and its axiomatic extensions | May 13, 2021 | valid | —Unverified | 0 |
| Winograd Algorithm for AdderNet | May 12, 2021 | valid | —Unverified | 0 |
| Retro Drug Design: From Target Properties to Molecular Structures | May 11, 2021 | Drug DesignDrug Discovery | —Unverified | 0 |
| More Powerful Conditional Selective Inference for Generalized Lasso by Parametric Programming | May 11, 2021 | Model Selectionvalid | —Unverified | 0 |
| Least squares Monte Carlo methods in stochastic Volterra rough volatility models | May 10, 2021 | valid | —Unverified | 0 |
| How could Neural Networks understand Programs? | May 10, 2021 | valid | CodeCode Available | 1 |
| The Local Approach to Causal Inference under Network Interference | May 9, 2021 | Causal Inferencevalid | —Unverified | 0 |
| Representation Iterative Fusion based on Heterogeneous Graph Neural Network for Joint Entity and Relation Extraction | May 8, 2021 | Graph Neural NetworkJoint Entity and Relation Extraction | CodeCode Available | 1 |
| Polygrammar: Grammar for Digital Polymer Representation and Generation | May 5, 2021 | valid | —Unverified | 0 |
| Do Natural Language Explanations Represent Valid Logical Arguments? Verifying Entailment in Explainable NLI Gold Standards | May 5, 2021 | Explanation Generationvalid | —Unverified | 0 |
| Surrogate Assisted Semi-supervised Inference for High Dimensional Risk Prediction | May 4, 2021 | Genetic Risk PredictionImputation | —Unverified | 0 |
| RATT: Leveraging Unlabeled Data to Guarantee Generalization | May 1, 2021 | Generalization BoundsHoldout Set | CodeCode Available | 0 |
| Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning | May 1, 2021 | BIG-bench Machine Learningvalid | CodeCode Available | 0 |
| Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing | Apr 30, 2021 | Image Manipulationvalid | CodeCode Available | 1 |
| Deep Multi-View Stereo gone wild | Apr 30, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| On the Generation of Self-similar with Long-range Dependent Traffic Using Piecewise Affine Chaotic One-dimensional Maps (Extended Version) | Apr 30, 2021 | valid | —Unverified | 0 |
| Statistical Inference with M-Estimators on Adaptively Collected Data | Apr 29, 2021 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Image Inpainting by End-to-End Cascaded Refinement with Mask Awareness | Apr 28, 2021 | DecoderImage Inpainting | CodeCode Available | 1 |
| Unsupervised 3D Shape Completion through GAN Inversion | Apr 27, 2021 | Generative Adversarial Networkvalid | —Unverified | 0 |
| Model-centric Data Manifold: the Data Through the Eyes of the Model | Apr 26, 2021 | modelvalid | —Unverified | 0 |
| Image Inpainting with Edge-guided Learnable Bidirectional Attention Maps | Apr 25, 2021 | Image Inpaintingvalid | CodeCode Available | 1 |
| Seeking Quality Diversity in Evolutionary Co-design of Morphology and Control of Soft Tensegrity Modular Robots | Apr 25, 2021 | DiversityEvolutionary Algorithms | CodeCode Available | 0 |
| Class-Incremental Experience Replay for Continual Learning under Concept Drift | Apr 24, 2021 | Continual Learningvalid | CodeCode Available | 0 |