| Globally optimal score-based learning of directed acyclic graphs in high-dimensions | Dec 1, 2019 | valid | —Unverified | 0 |
| Mix and Match: Markov Chains & Mixing Times for Matching in Rideshare | Nov 30, 2019 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| FT-SWRL: A Fuzzy-Temporal Extension of Semantic Web Rule Language | Nov 27, 2019 | valid | —Unverified | 0 |
| COOK: Chirp-OOK Communication with Self-reliant Bitrate Adaptation in Backscatter Networks | Nov 26, 2019 | valid | —Unverified | 0 |
| Analysis of a model for banded vegetation patterns in semi-arid environments with nonlocal dispersal | Nov 25, 2019 | valid | —Unverified | 0 |
| Task-Oriented Dialog Systems that Consider Multiple Appropriate Responses under the Same Context | Nov 24, 2019 | Data AugmentationDiversity | CodeCode Available | 1 |
| Joint Emotion Label Space Modelling for Affect Lexica | Nov 20, 2019 | Emotion Recognitionvalid | —Unverified | 0 |
| Weak Supervision for Generating Pixel-Level Annotations in Scene Text Segmentation | Nov 19, 2019 | SegmentationText Segmentation | —Unverified | 0 |
| Planning with Goal-Conditioned Policies | Nov 19, 2019 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| A novel method for identifying the deep neural network model with the Serial Number | Nov 19, 2019 | valid | —Unverified | 0 |
| Multimedia Search and Temporal Reasoning | Nov 19, 2019 | valid | —Unverified | 0 |
| The phonetic bases of vocal expressed emotion: natural versus acted | Nov 13, 2019 | Emotion ClassificationGeneral Classification | —Unverified | 0 |
| A Simple Estimator for Quantile Panel Data Models Using Smoothed Quantile Regressions | Nov 12, 2019 | valid | —Unverified | 0 |
| Schedule Earth Observation satellites with Deep Reinforcement Learning | Nov 12, 2019 | Deep Reinforcement LearningEarth Observation | —Unverified | 0 |
| Object-Centric Task and Motion Planning in Dynamic Environments | Nov 12, 2019 | Motion PlanningObject | —Unverified | 0 |
| Generative adversarial networks (GAN) based efficient sampling of chemical space for inverse design of inorganic materials | Nov 12, 2019 | Generative Adversarial Networkvalid | —Unverified | 0 |
| Beyond Similarity: Relation Embedding with Dual Attentions for Item-based Recommendation | Nov 11, 2019 | Collaborative FilteringRelation | —Unverified | 0 |
| Accurate Uncertainty Estimation and Decomposition in Ensemble Learning | Nov 11, 2019 | Bias DetectionEnsemble Learning | —Unverified | 0 |
| Optimal Experimental Design for Staggered Rollouts | Nov 9, 2019 | Decision MakingExperimental Design | CodeCode Available | 0 |
| Style is NOT a single variable: Case Studies for Cross-Style Language Understanding | Nov 9, 2019 | DiagnosticSentence | CodeCode Available | 1 |
| Hierarchical Mixtures of Generators for Adversarial Learning | Nov 5, 2019 | ClusteringMixture-of-Experts | CodeCode Available | 0 |
| Unsupervised Learning for Neural Network-based Polar Decoder via Syndrome Loss | Nov 5, 2019 | Decodervalid | —Unverified | 0 |
| On Constructing Confidence Region for Model Parameters in Stochastic Gradient Descent via Batch Means | Nov 4, 2019 | valid | —Unverified | 0 |
| Multi-Input Multi-Output Sequence Labeling for Joint Extraction of Fact and Condition Tuples from Scientific Text | Nov 1, 2019 | TAGvalid | —Unverified | 0 |
| A General-Purpose Algorithm for Constrained Sequential Inference | Nov 1, 2019 | Constituency ParsingSemantic Role Labeling | —Unverified | 0 |
| Span-based Hierarchical Semantic Parsing for Task-Oriented Dialog | Nov 1, 2019 | DecoderSemantic Parsing | —Unverified | 0 |
| Improving Distantly-Supervised Relation Extraction with Joint Label Embedding | Nov 1, 2019 | Knowledge GraphsRelation | —Unverified | 0 |
| The OSU/Facebook Realizer for SRST 2019: Seq2Seq Inflection and Serialized Tree2Tree Linearization | Nov 1, 2019 | Morphological InflectionReranking | —Unverified | 0 |
| On Neural Architecture Search for Resource-Constrained Hardware Platforms | Oct 31, 2019 | Neural Architecture SearchQuantization | —Unverified | 0 |
| Probabilistic performance validation of deep learning-based robust NMPC controllers | Oct 30, 2019 | Deep LearningModel Predictive Control | —Unverified | 0 |
| QASC: A Dataset for Question Answering via Sentence Composition | Oct 25, 2019 | Common Sense ReasoningMulti-hop Question Answering | CodeCode Available | 0 |
| UniGrasp: Learning a Unified Model to Grasp with Multifingered Robotic Hands | Oct 24, 2019 | Objectvalid | CodeCode Available | 0 |
| Nested conformal prediction and quantile out-of-bag ensemble methods | Oct 23, 2019 | Conformal PredictionDensity Estimation | CodeCode Available | 0 |
| Optimal Power Flow Using Graph Neural Networks | Oct 21, 2019 | Imitation Learningvalid | CodeCode Available | 1 |
| Natural Question Generation with Reinforcement Learning Based Graph-to-Sequence Model | Oct 19, 2019 | Graph Neural NetworkGraph-to-Sequence | CodeCode Available | 0 |
| Robust Learning Rate Selection for Stochastic Optimization via Splitting Diagnostic | Oct 18, 2019 | DiagnosticStochastic Optimization | —Unverified | 0 |
| BOBBY2: Buffer Based Robust High-Speed Object Tracking | Oct 18, 2019 | ObjectObject Tracking | CodeCode Available | 0 |
| Mirror Descent View for Neural Network Quantization | Oct 18, 2019 | Quantizationvalid | CodeCode Available | 0 |
| A Projection Framework for Testing Shape Restrictions That Form Convex Cones | Oct 17, 2019 | Formvalid | —Unverified | 0 |
| Scaling up Psychology via Scientific Regret Minimization: A Case Study in Moral Decisions | Oct 16, 2019 | Decision Makingvalid | —Unverified | 0 |
| Designing Style Matching Conversational Agents | Oct 16, 2019 | valid | —Unverified | 0 |
| Challenges in Markov chain Monte Carlo for Bayesian neural networks | Oct 15, 2019 | Bayesian Inferencevalid | CodeCode Available | 0 |
| KonIQ-10k: An ecologically valid database for deep learning of blind image quality assessment | Oct 14, 2019 | DiversityImage Quality Assessment | CodeCode Available | 1 |
| Uncertainty Quantification and Exploration for Reinforcement Learning | Oct 12, 2019 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Generalized Planning With Procedural Domain Control Knowledge | Oct 11, 2019 | valid | —Unverified | 0 |
| Comment on "Blessings of Multiple Causes" | Oct 11, 2019 | Causal Inferencevalid | —Unverified | 0 |
| A Generative Approach Towards Improved Robotic Detection of Marine Litter | Oct 10, 2019 | valid | —Unverified | 0 |
| Defending Neural Backdoors via Generative Distribution Modeling | Oct 10, 2019 | Backdoor AttackImage Generation | CodeCode Available | 0 |
| Motion Generation Considering Situation with Conditional Generative Adversarial Networks for Throwing Robots | Oct 8, 2019 | Motion Generationvalid | —Unverified | 0 |
| Generating valid Euclidean distance matrices | Oct 7, 2019 | Translationvalid | CodeCode Available | 0 |