| Two-Step Estimation and Inference with Possibly Many Included Covariates | Jul 26, 2018 | validVocal Bursts Valence Prediction | —Unverified | 0 |
| Applications of Common Entropy for Causal Inference | Jul 26, 2018 | Causal Inferencevalid | —Unverified | 0 |
| Linkage between piecewise constant Mumford-Shah model and ROF model and its virtue in image segmentation | Jul 26, 2018 | Image RestorationImage Segmentation | —Unverified | 0 |
| The Double Sphere Camera Model | Jul 24, 2018 | 3D ReconstructionAutonomous Driving | CodeCode Available | 0 |
| Inductive Visual Localisation: Factorised Training for Superior Generalisation | Jul 21, 2018 | Image CaptioningMachine Translation | —Unverified | 0 |
| Towards Mitigating the Class-Imbalance Problem for Partial Label Learning | Jul 19, 2018 | Partial Label Learningvalid | CodeCode Available | 0 |
| Knockoffs for the mass: new feature importance statistics with false discovery guarantees | Jul 17, 2018 | Feature Importancevalid | —Unverified | 0 |
| Photo-unrealistic Image Enhancement for Subject Placement in Outdoor Photography | Jul 17, 2018 | Image Enhancementvalid | —Unverified | 0 |
| Centralized Scheduling Strategies for Cooperative HARQ Retransmissions in Multi-Source Multi-Relay Wireless Networks | Jul 17, 2018 | FairnessScheduling | —Unverified | 0 |
| Systematic evaluation of the population-level effects of alternative treatment strategies on the basic reproduction number | Jul 12, 2018 | valid | —Unverified | 0 |
| Testing Untestable Neural Machine Translation: An Industrial Case | Jul 6, 2018 | Machine TranslationNMT | —Unverified | 0 |
| Feature-based reformulation of entities in triple pattern queries | Jul 4, 2018 | Knowledge Graphsvalid | CodeCode Available | 0 |
| Understanding the Effectiveness of Lipschitz-Continuity in Generative Adversarial Nets | Jul 2, 2018 | valid | CodeCode Available | 0 |
| Language Modeling for Code-Mixing: The Role of Linguistic Theory based Synthetic Data | Jul 1, 2018 | Automatic Speech Recognition (ASR)Language Identification | —Unverified | 0 |
| Assessment of an Index for Measuring Pronunciation Difficulty | Jul 1, 2018 | Sentencevalid | —Unverified | 0 |
| Inherent Biases in Reference-based Evaluation for Grammatical Error Correction | Jul 1, 2018 | Grammatical Error CorrectionSentence | CodeCode Available | 0 |
| The Generalization Error of Dictionary Learning with Moreau Envelopes | Jul 1, 2018 | Dictionary LearningGeneralization Bounds | —Unverified | 0 |
| Beyond One-hot Encoding: lower dimensional target embedding | Jun 28, 2018 | valid | —Unverified | 0 |
| Data Efficient Lithography Modeling with Transfer Learning and Active Data Selection | Jun 27, 2018 | Active LearningTransfer Learning | —Unverified | 0 |
| Stochastic natural gradient descent draws posterior samples in function space | Jun 25, 2018 | valid | —Unverified | 0 |
| Semiparametrically Point-Optimal Hybrid Rank Tests for Unit Roots | Jun 25, 2018 | valid | —Unverified | 0 |
| Shift-Share Designs: Theory and Inference | Jun 20, 2018 | regressionvalid | CodeCode Available | 0 |
| Dynamic Multi-Level Multi-Task Learning for Sentence Simplification | Jun 19, 2018 | Multi-Task LearningParaphrase Generation | —Unverified | 0 |
| Pattern Dependence Detection using n-TARP Clustering | Jun 13, 2018 | Clusteringvalid | —Unverified | 0 |
| Aggregating Predictions on Multiple Non-disclosed Datasets using Conformal Prediction | Jun 11, 2018 | Conformal PredictionPrediction | —Unverified | 0 |
| RFID-BASED Prepaid Power Meter | Jun 10, 2018 | valid | —Unverified | 0 |
| An explicit analysis of the entropic penalty in linear programming | Jun 5, 2018 | valid | —Unverified | 0 |
| Causal Inference with Noisy and Missing Covariates via Matrix Factorization | Jun 3, 2018 | Causal InferenceMatrix Completion | CodeCode Available | 0 |
| Echo state networks are universal | Jun 3, 2018 | valid | —Unverified | 0 |
| Reflection Removal for Large-Scale 3D Point Clouds | Jun 1, 2018 | Reflection Removalvalid | —Unverified | 0 |
| On the Importance of Label Quality for Semantic Segmentation | Jun 1, 2018 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
| A Revised Underwater Image Formation Model | Jun 1, 2018 | modelvalid | —Unverified | 0 |
| ArgumenText: Searching for Arguments in Heterogeneous Sources | Jun 1, 2018 | Argument MiningArgument Retrieval | —Unverified | 0 |
| Towards Adversarial Configurations for Software Product Lines | May 30, 2018 | BIG-bench Machine Learningvalid | —Unverified | 0 |
| A Stochastic Decoder for Neural Machine Translation | May 28, 2018 | DecoderMachine Translation | —Unverified | 0 |
| On a stochastic model of epidemic spread with an application to competing infections | May 27, 2018 | valid | —Unverified | 0 |
| Adversarial Constraint Learning for Structured Prediction | May 27, 2018 | Pose EstimationPrediction | CodeCode Available | 0 |
| Generalizing Point Embeddings using the Wasserstein Space of Elliptical Distributions | May 19, 2018 | valid | CodeCode Available | 0 |
| Deep Generative Markov State Models | May 19, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| A fast algorithm with minimax optimal guarantees for topic models with an unknown number of topics | May 17, 2018 | Topic Modelsvalid | CodeCode Available | 0 |
| Interpretable Parallel Recurrent Neural Networks with Convolutional Attentions for Multi-Modality Activity Modeling | May 17, 2018 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| Defoiling Foiled Image Captions | May 16, 2018 | DescriptiveImage Captioning | CodeCode Available | 0 |
| Behavior Analysis of NLI Models: Uncovering the Influence of Three Factors on Robustness | May 11, 2018 | Natural Language Inferencevalid | —Unverified | 0 |
| Deep Neural Machine Translation with Weakly-Recurrent Units | May 10, 2018 | Machine TranslationNMT | CodeCode Available | 0 |
| An Image dehazing approach based on the airlight field estimation | May 6, 2018 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| Understanding Reuse, Performance, and Hardware Cost of DNN Dataflows: A Data-Centric Approach Using MAESTRO | May 4, 2018 | Schedulingvalid | —Unverified | 0 |
| Multi-Source Fusion Operations in Subjective Logic | May 3, 2018 | valid | —Unverified | 0 |
| Inherent Biases in Reference based Evaluation for Grammatical Error Correction and Text Simplification | Apr 30, 2018 | Grammatical Error CorrectionSentence | CodeCode Available | 0 |
| A Missing Information Loss function for implicit feedback datasets | Apr 30, 2018 | DenoisingRecommendation Systems | —Unverified | 0 |
| Generalized Logical Operations among Conditional Events | Apr 27, 2018 | Negationvalid | —Unverified | 0 |