| A Modular Benchmarking Infrastructure for High-Performance and Reproducible Deep Learning | Jan 29, 2019 | BenchmarkingDeep Learning | CodeCode Available | 0 |
| Quasi-Newton Methods for Machine Learning: Forget the Past, Just Sample | Jan 28, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Trajectory Normalized Gradients for Distributed Optimization | Jan 24, 2019 | BenchmarkingDistributed Optimization | —Unverified | 0 |
| Transfer Learning for Prosthetics Using Imitation Learning | Jan 15, 2019 | BenchmarkingImitation Learning | CodeCode Available | 0 |
| Natural Disasters Detection in Social Media and Satellite imagery: a survey | Jan 14, 2019 | Benchmarking | —Unverified | 0 |
| Semi-supervised Learning with Graphs: Covariance Based Superpixels For Hyperspectral Image Classification | Jan 14, 2019 | BenchmarkingClassification | —Unverified | 0 |
| The Liver Tumor Segmentation Benchmark (LiTS) | Jan 13, 2019 | BenchmarkingComputed Tomography (CT) | CodeCode Available | 1 |
| Machine Learning Automation Toolbox (MLaut) | Jan 11, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Automatic detection of passable roads after floods in remote sensed and social media data | Jan 10, 2019 | BenchmarkingTransfer Learning | —Unverified | 0 |
| Guidelines and Benchmarks for Deployment of Deep Learning Models on Smartphones as Real-Time Apps | Jan 8, 2019 | BenchmarkingCPU | CodeCode Available | 0 |
| Performance prediction of data streams on high-performance architecture | Jan 7, 2019 | BenchmarkingDimensionality Reduction | —Unverified | 0 |
| Introduction to Voice Presentation Attack Detection and Recent Advances | Jan 4, 2019 | BenchmarkingSpeaker Recognition | —Unverified | 0 |
| Deep Convolutional Generative Adversarial Network Based Food Recognition Using Partially Labeled Data | Dec 26, 2018 | BenchmarkingFood Recognition | —Unverified | 0 |
| A Bayesian Model for Bivariate Causal Inference | Dec 24, 2018 | BenchmarkingCausal Inference | —Unverified | 0 |
| An Optical Frontend for a Convolutional Neural Network | Dec 23, 2018 | Benchmarking | —Unverified | 0 |
| v-SVR Polynomial Kernel for Predicting the Defect Density in New Software Projects | Dec 15, 2018 | Benchmarkingregression | —Unverified | 0 |
| PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding | Dec 6, 2018 | 3D Instance Segmentation3D Semantic Segmentation | CodeCode Available | 0 |
| Benchmarking Keyword Spotting Efficiency on Neuromorphic Hardware | Dec 4, 2018 | BenchmarkingCPU | CodeCode Available | 0 |
| Moment Matching for Multi-Source Domain Adaptation | Dec 4, 2018 | BenchmarkingDomain Adaptation | CodeCode Available | 0 |
| Auto-tuning TensorFlow Threading Model for CPU Backend | Dec 4, 2018 | BenchmarkingCPU | —Unverified | 0 |
| A novel database of Children's Spontaneous Facial Expressions (LIRIS-CSE) | Dec 4, 2018 | BenchmarkingFacial Expression Recognition | —Unverified | 0 |
| Essential guidelines for computational method benchmarking | Dec 3, 2018 | Benchmarking | CodeCode Available | 0 |
| LEAF: A Benchmark for Federated Settings | Dec 3, 2018 | Autonomous VehiclesBenchmarking | CodeCode Available | 1 |
| Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models | Nov 29, 2018 | BenchmarkingDiversity | CodeCode Available | 0 |
| AI Matrix - Synthetic Benchmarks for DNN | Nov 27, 2018 | BenchmarkingCPU | —Unverified | 0 |
| City-Scale Road Audit System using Deep Learning | Nov 26, 2018 | BenchmarkingDeep Learning | CodeCode Available | 0 |
| Visual Attention on the Sun: What Do Existing Models Actually Predict? | Nov 25, 2018 | BenchmarkingDeep Attention | —Unverified | 0 |
| A New Cervical Cytology Dataset for Nucleus Detection and Image Classification (Cervix93) and Methods for Cervical Nucleus Detection | Nov 23, 2018 | BenchmarkingCervical Nucleus Detection | CodeCode Available | 0 |
| GuacaMol: Benchmarking Models for De Novo Molecular Design | Nov 22, 2018 | BenchmarkingDrug Discovery | CodeCode Available | 1 |
| Unsupervised Single Image Deraining with Self-supervised Constraints | Nov 21, 2018 | BenchmarkingGenerative Adversarial Network | —Unverified | 0 |
| Clubmark: a Parallel Isolation Framework for Benchmarking and Profiling Clustering Algorithms on NUMA Architectures | Nov 17, 2018 | BenchmarkingClustering | CodeCode Available | 0 |
| Benchmarking datasets for Anomaly-based Network Intrusion Detection: KDD CUP 99 alternatives | Nov 13, 2018 | BenchmarkingIntrusion Detection | CodeCode Available | 0 |
| ML-Net: multi-label classification of biomedical texts with deep neural networks | Nov 13, 2018 | BenchmarkingClassification | CodeCode Available | 0 |
| Benchmarking Deep Sequential Models on Volatility Predictions for Financial Time Series | Nov 8, 2018 | BenchmarkingDecision Making | —Unverified | 0 |
| A dataset for benchmarking vision-based localization at intersections | Nov 4, 2018 | Benchmarking | —Unverified | 0 |
| Object Detection based on LIDAR Temporal Pulses using Spiking Neural Networks | Oct 29, 2018 | Autonomous DrivingBenchmarking | —Unverified | 0 |
| Deep Affinity Network for Multiple Object Tracking | Oct 28, 2018 | BenchmarkingMultiple Object Tracking | CodeCode Available | 0 |
| Why every GBDT speed benchmark is wrong | Oct 24, 2018 | Benchmarking | —Unverified | 0 |
| BioSentVec: creating sentence embeddings for biomedical texts | Oct 22, 2018 | ArticlesBenchmarking | CodeCode Available | 0 |
| Orthogonal Deep Features Decomposition for Age-Invariant Face Recognition | Oct 17, 2018 | Age-Invariant Face RecognitionBenchmarking | —Unverified | 0 |
| Custom Dual Transportation Mode Detection by Smartphone Devices Exploiting Sensor Diversity | Oct 12, 2018 | Activity RecognitionBenchmarking | CodeCode Available | 0 |
| Benchmarking of image registration methods for differently stained histological slides | Oct 11, 2018 | BenchmarkingBIRL | CodeCode Available | 0 |
| IOHprofiler: A Benchmarking and Profiling Tool for Iterative Optimization Heuristics | Oct 11, 2018 | Benchmarking | CodeCode Available | 1 |
| signSGD with Majority Vote is Communication Efficient And Fault Tolerant | Oct 11, 2018 | Benchmarking | CodeCode Available | 0 |
| Prediction of the Influence of Navigation Scan-path on Perceived Quality of Free-Viewpoint Videos | Oct 10, 2018 | BenchmarkingVideo Quality Assessment | —Unverified | 0 |
| Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security | Oct 8, 2018 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Understanding Recurrent Neural Architectures by Analyzing and Synthesizing Long Distance Dependencies in Benchmark Sequential Datasets | Oct 6, 2018 | BenchmarkingLanguage Modeling | —Unverified | 0 |
| AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias | Oct 3, 2018 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Syntax Encoding with Application in Authorship Attribution | Oct 1, 2018 | Authorship AttributionBenchmarking | —Unverified | 0 |
| Large Scale Clustering with Variational EM for Gaussian Mixture Models | Oct 1, 2018 | BenchmarkingClustering | CodeCode Available | 0 |