| An efficient and perceptually motivated auditory neural encoding and decoding algorithm for spiking neural networks | Sep 3, 2019 | Benchmarkingspeech-recognition | —Unverified | 0 |
| miniSAM: A Flexible Factor Graph Non-linear Least Squares Optimization Framework | Sep 3, 2019 | BenchmarkingMotion Planning | CodeCode Available | 1 |
| Improving Named Entity Linking Corpora Quality | Sep 1, 2019 | BenchmarkingEntity Linking | —Unverified | 0 |
| Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach | Aug 31, 2019 | ArticlesBenchmarking | CodeCode Available | 2 |
| MVS^2: Deep Unsupervised Multi-view Stereo with Multi-View Symmetry | Aug 30, 2019 | Benchmarking | —Unverified | 0 |
| Aesthetic Image Captioning From Weakly-Labelled Photographs | Aug 29, 2019 | Aesthetic Image CaptioningBenchmarking | CodeCode Available | 0 |
| Accelerating Large-Scale Inference with Anisotropic Vector Quantization | Aug 27, 2019 | BenchmarkingQuantization | CodeCode Available | 0 |
| An empirical comparison between stochastic and deterministic centroid initialisation for K-Means variations | Aug 26, 2019 | BenchmarkingClustering | CodeCode Available | 0 |
| Benchmarking air-conditioning energy performance of residential rooms based on regression and clustering techniques | Aug 22, 2019 | BenchmarkingClustering | —Unverified | 0 |
| Unsupervised Hierarchical Grouping of Knowledge Graph Entities | Aug 20, 2019 | BenchmarkingKnowledge Graphs | —Unverified | 0 |
| Benchmarks for Graph Embedding Evaluation | Aug 19, 2019 | BenchmarkingGraph Embedding | CodeCode Available | 0 |
| Demystifying Learning Rate Policies for High Accuracy Training of Deep Neural Networks | Aug 18, 2019 | BenchmarkingImage Classification | CodeCode Available | 1 |
| Hyperparameter-Free Losses for Model-Based Monocular Reconstruction | Aug 16, 2019 | 3D ReconstructionBenchmarking | CodeCode Available | 0 |
| Multiple Light Source Dataset for Colour Research | Aug 16, 2019 | BenchmarkingImage Segmentation | CodeCode Available | 0 |
| The Partial Response Network: a neural network nomogram | Aug 16, 2019 | Additive modelsBenchmarking | —Unverified | 0 |
| Benchmarking the Robustness of Semantic Segmentation Models | Aug 14, 2019 | Autonomous DrivingBenchmarking | —Unverified | 0 |
| AIBench: An Industry Standard Internet Service AI Benchmark Suite | Aug 13, 2019 | BenchmarkingLearning-To-Rank | —Unverified | 0 |
| Benchmarking Surrogate-Assisted Genetic Recommender Systems | Aug 8, 2019 | BenchmarkingEvolutionary Algorithms | —Unverified | 0 |
| SpatialSense: An Adversarially Crowdsourced Benchmark for Spatial Relation Recognition | Aug 7, 2019 | BenchmarkingRelation | CodeCode Available | 1 |
| Benchmarking Bonus-Based Exploration Methods on the Arcade Learning Environment | Aug 6, 2019 | Atari GamesBenchmarking | —Unverified | 0 |
| Relative Afferent Pupillary Defect Screening through Transfer Learning | Aug 6, 2019 | BenchmarkingObject Recognition | —Unverified | 0 |
| High Accuracy Tumor Diagnoses and Benchmarking of Hematoxylin and Eosin Stained Prostate Core Biopsy Images Generated by Explainable Deep Neural Networks | Aug 2, 2019 | BenchmarkingSSIM | —Unverified | 0 |
| Predicting credit default probabilities using machine learning techniques in the face of unequal class distributions | Jul 30, 2019 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| MineRL: A Large-Scale Dataset of Minecraft Demonstrations | Jul 29, 2019 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 0 |
| Goal-Driven Sequential Data Abstraction | Jul 29, 2019 | BenchmarkingGeneral Reinforcement Learning | —Unverified | 0 |
| Benchmarking HillVallEA for the GECCO 2019 Competition on Multimodal Optimization | Jul 25, 2019 | Benchmarking | CodeCode Available | 0 |
| Benchmarking TPU, GPU, and CPU Platforms for Deep Learning | Jul 24, 2019 | BenchmarkingCPU | CodeCode Available | 0 |
| Blind Deblurring using Deep Learning: A Survey | Jul 23, 2019 | BenchmarkingDeblurring | —Unverified | 0 |
| Benchmarking Attribution Methods with Relative Feature Importance | Jul 23, 2019 | BenchmarkingFeature Importance | CodeCode Available | 0 |
| deepCR: Cosmic Ray Rejection with Deep Learning | Jul 22, 2019 | BenchmarkingCPU | CodeCode Available | 0 |
| Towards Learning Universal, Regional, and Local Hydrological Behaviors via Machine-Learning Applied to Large-Sample Datasets | Jul 19, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Learning Multimorbidity Patterns from Electronic Health Records Using Non-negative Matrix Factorisation | Jul 19, 2019 | Benchmarking | —Unverified | 0 |
| Only Time Can Tell: Discovering Temporal Data for Temporal Modeling | Jul 19, 2019 | BenchmarkingMotion Estimation | —Unverified | 0 |
| Event-based Feature Extraction Using Adaptive Selection Thresholds | Jul 18, 2019 | Benchmarking | —Unverified | 0 |
| The Role of Local Intrinsic Dimensionality in Benchmarking Nearest Neighbor Search | Jul 17, 2019 | BenchmarkingDiversity | —Unverified | 0 |
| Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming | Jul 17, 2019 | Autonomous DrivingBenchmarking | CodeCode Available | 0 |
| Modern CNNs for IoT Based Farms | Jul 15, 2019 | BenchmarkingCloud Computing | —Unverified | 0 |
| To Model or to Intervene: A Comparison of Counterfactual and Online Learning to Rank from User Interactions | Jul 15, 2019 | Benchmarkingcounterfactual | CodeCode Available | 0 |
| On the Evaluation of Conditional GANs | Jul 11, 2019 | BenchmarkingDiversity | CodeCode Available | 0 |
| Application Inference using Machine Learning based Side Channel Analysis | Jul 9, 2019 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| A New Stereo Benchmarking Dataset for Satellite Images | Jul 9, 2019 | Benchmarking | —Unverified | 0 |
| A Conformance Checking-based Approach for Drift Detection in Business Processes | Jul 9, 2019 | BenchmarkingDrift Detection | —Unverified | 0 |
| Exploiting Out-of-Domain Parallel Data through Multilingual Transfer Learning for Low-Resource Neural Machine Translation | Jul 6, 2019 | BenchmarkingDomain Adaptation | CodeCode Available | 0 |
| Towards Enhancing Fault Tolerance in Neural Networks | Jul 6, 2019 | Benchmarking | CodeCode Available | 0 |
| Benchmarking Contemporary Deep Learning Hardware and Frameworks:A Survey of Qualitative Metrics | Jul 5, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Benchmarking unsupervised near-duplicate image detection | Jul 3, 2019 | BenchmarkingBinary Classification | —Unverified | 0 |
| Benchmarking Model-Based Reinforcement Learning | Jul 3, 2019 | Benchmarkingmodel | CodeCode Available | 0 |
| Bias Analysis and Mitigation in the Evaluation of Authorship Verification | Jul 1, 2019 | Authorship VerificationBenchmarking | CodeCode Available | 0 |
| CDTB: A Color and Depth Visual Object Tracking Dataset and Benchmark | Jul 1, 2019 | BenchmarkingObject Tracking | —Unverified | 0 |
| ALTIS: Modernizing GPGPU Benchmarking | Jun 25, 2019 | BenchmarkingGPU | CodeCode Available | 0 |