| SeamlessGAN: Self-Supervised Synthesis of Tileable Texture Maps | Jan 13, 2022 | Image GenerationTexture Synthesis | —Unverified | 0 |
| Ancestral Instrument Method for Causal Inference without Complete Knowledge | Jan 11, 2022 | Causal Inferencevalid | —Unverified | 0 |
| Condensing a Sequence to One Informative Frame for Video Recognition | Jan 11, 2022 | Motion Estimationvalid | —Unverified | 0 |
| Stratified Graph Spectra | Jan 10, 2022 | Graph Learningvalid | CodeCode Available | 0 |
| Zero-Shot and Few-Shot Classification of Biomedical Articles in Context of the COVID-19 Pandemic | Jan 9, 2022 | ArticlesMulti-Task Learning | —Unverified | 0 |
| Optimal 1-Wasserstein Distance for WGANs | Jan 8, 2022 | valid | —Unverified | 0 |
| Textual Data Augmentation for Arabic-English Code-Switching Speech Recognition | Jan 7, 2022 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| Robust Linear Predictions: Analyses of Uniform Concentration, Fast Rates and Model Misspecification | Jan 6, 2022 | valid | —Unverified | 0 |
| UBoCo: Unsupervised Boundary Contrastive Learning for Generic Event Boundary Detection | Jan 1, 2022 | Boundary DetectionContrastive Learning | —Unverified | 0 |
| How Much Does Input Data Type Impact Final Face Model Accuracy? | Jan 1, 2022 | Face Modelvalid | —Unverified | 0 |
| Rethinking Image Cropping: Exploring Diverse Compositions From Global Views | Jan 1, 2022 | DiversityImage Cropping | —Unverified | 0 |
| EfficientNeRF Efficient Neural Radiance Fields | Jan 1, 2022 | NeRFvalid | —Unverified | 0 |
| Self-consistent stochastic dynamics for finite-size networks of spiking neurons | Dec 29, 2021 | valid | —Unverified | 0 |
| Can Social Ontological Knowledge Representations be Measured Using Machine Learning? | Dec 27, 2021 | BIG-bench Machine Learningvalid | —Unverified | 0 |
| Doubly-Valid/Doubly-Sharp Sensitivity Analysis for Causal Inference with Unmeasured Confounding | Dec 21, 2021 | Causal InferenceSensitivity | CodeCode Available | 0 |
| Big Data is not the New Oil: Common Misconceptions about Population Data | Dec 20, 2021 | Decision MakingMisconceptions | —Unverified | 0 |
| Enabling NAS with Automated Super-Network Generation | Dec 20, 2021 | Neural Architecture Searchvalid | —Unverified | 0 |
| Unsupervised Matching of Data and Text | Dec 16, 2021 | Entity ResolutionQuestion Answering | CodeCode Available | 0 |
| Reinforcing RCTs with Multiple Priors while Learning about External Validity | Dec 16, 2021 | valid | —Unverified | 0 |
| Statistical inference on representational geometries | Dec 16, 2021 | valid | —Unverified | 0 |
| Improved Decomposition Strategy for Joint Entity and Relation Extraction | Dec 15, 2021 | Joint Entity and Relation ExtractionRelation | —Unverified | 0 |
| ForgeryNet -- Face Forgery Analysis Challenge 2021: Methods and Results | Dec 15, 2021 | valid | —Unverified | 0 |
| Decomposing Natural Logic Inferences in Neural NLI | Dec 15, 2021 | Decision MakingNegation | CodeCode Available | 0 |
| Federated Learning for Face Recognition with Gradient Correction | Dec 14, 2021 | Face RecognitionFederated Learning | —Unverified | 0 |
| Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks | Dec 14, 2021 | Descriptivevalid | CodeCode Available | 0 |
| Improving Logical-Level Natural Language Generation with Topic-Conditioned Data Augmentation and Logical Form Generation | Dec 12, 2021 | Data AugmentationForm | —Unverified | 0 |
| Distributed Graph Learning with Smooth Data Priors | Dec 11, 2021 | Distributed OptimizationGraph Learning | —Unverified | 0 |
| A Validation Tool for Designing Reinforcement Learning Environments | Dec 10, 2021 | Offline RLreinforcement-learning | —Unverified | 0 |
| The Fundamental Limits of Interval Arithmetic for Neural Networks | Dec 9, 2021 | valid | —Unverified | 0 |
| On the Relation between Prediction and Imputation Accuracy under Missing Covariates | Dec 9, 2021 | BIG-bench Machine LearningImputation | —Unverified | 0 |
| A Cross Entropy test allows quantitative statistical comparison of t-SNE and UMAP representations | Dec 8, 2021 | Dimensionality Reductionvalid | —Unverified | 0 |
| A graph representation based on fluid diffusion model for data analysis: theoretical aspects and enhanced community detection | Dec 7, 2021 | Community Detectionvalid | —Unverified | 0 |
| A Transferable Approach for Partitioning Machine Learning Models on Multi-Chip-Modules | Dec 7, 2021 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Genetic Algorithm for Constrained Molecular Inverse Design | Dec 7, 2021 | valid | —Unverified | 0 |
| Deconfounding Temporal Autoencoder: Estimating Treatment Effects over Time Using Noisy Proxies | Dec 6, 2021 | Decision Makingvalid | CodeCode Available | 0 |
| A Deep-Learning Intelligent System Incorporating Data Augmentation for Short-Term Voltage Stability Assessment of Power Systems | Dec 5, 2021 | Data AugmentationDeep Learning | —Unverified | 0 |
| Provably Valid and Diverse Mutations of Real-World Media Data for DNN Testing | Dec 3, 2021 | DNN Testingvalid | —Unverified | 0 |
| A Review of SHACL: From Data Validation to Schema Reasoning for RDF Graphs | Dec 2, 2021 | valid | —Unverified | 0 |
| Syntax Customized Video Captioning by Imitating Exemplar Sentences | Dec 2, 2021 | DecoderDiversity | CodeCode Available | 0 |
| Constrained Machine Learning: The Bagel Framework | Dec 2, 2021 | BIG-bench Machine LearningCombinatorial Optimization | —Unverified | 0 |
| Optimal regularizations for data generation with probabilistic graphical models | Dec 2, 2021 | valid | —Unverified | 0 |
| Efficient Combination of Rematerialization and Offloading for Training DNNs | Dec 1, 2021 | valid | —Unverified | 0 |
| Effective and efficient structure learning with pruning and model averaging strategies | Dec 1, 2021 | valid | —Unverified | 0 |
| Self-Interpretable Model with Transformation Equivariant Interpretation | Dec 1, 2021 | BIG-bench Machine Learningmodel | —Unverified | 0 |
| On the Sample Complexity of Learning under Geometric Stability | Dec 1, 2021 | valid | —Unverified | 0 |
| Seeking Salient Facial Regions for Cross-Database Micro-Expression Recognition | Nov 30, 2021 | Domain AdaptationMicro Expression Recognition | CodeCode Available | 0 |
| The Fixed-b Limiting Distribution and the ERP of HAR Tests Under Nonstationarity | Nov 29, 2021 | ERPGaussian Processes | —Unverified | 0 |
| A Natural Language Processing and Deep Learning based Model for Automated Vehicle Diagnostics using Free-Text Customer Service Reports | Nov 29, 2021 | Fault DetectionSpecificity | —Unverified | 0 |
| Online MAP Inference and Learning for Nonsymmetric Determinantal Point Processes | Nov 29, 2021 | Point Processesvalid | —Unverified | 0 |
| UBoCo : Unsupervised Boundary Contrastive Learning for Generic Event Boundary Detection | Nov 29, 2021 | Boundary DetectionContrastive Learning | —Unverified | 0 |