| A Neural-embedded Choice Model: TasteNet-MNL Modeling Taste Heterogeneity with Flexibility and Interpretability | Feb 3, 2020 | BenchmarkingDiscrete Choice Models | CodeCode Available | 0 |
| Benchmarking Popular Classification Models' Robustness to Random and Targeted Corruptions | Jan 31, 2020 | BenchmarkingClassification | CodeCode Available | 0 |
| Scalable Psychological Momentum Forecasting in Esports | Jan 30, 2020 | Benchmarking | —Unverified | 0 |
| NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search | Jan 28, 2020 | BenchmarkingNeural Architecture Search | CodeCode Available | 1 |
| Scalable and Customizable Benchmark Problems for Many-Objective Optimization | Jan 26, 2020 | BenchmarkingPosition | —Unverified | 0 |
| CodeReef: an open platform for portable MLOps, reusable automation actions and reproducible benchmarking | Jan 22, 2020 | Benchmarkingobject-detection | CodeCode Available | 1 |
| Nmbr9 as a Constraint Programming Challenge | Jan 13, 2020 | BenchmarkingBoard Games | CodeCode Available | 0 |
| Exploiting Database Management Systems and Treewidth for Counting | Jan 13, 2020 | BenchmarkingManagement | —Unverified | 0 |
| Forecasting NIFTY 50 benchmark Index using Seasonal ARIMA time series models | Jan 9, 2020 | BenchmarkingTime Series | —Unverified | 0 |
| An Exploration of Embodied Visual Exploration | Jan 7, 2020 | Benchmarking | CodeCode Available | 1 |
| Hydrological time series forecasting using simple combinations: Big data testing and investigations on one-year ahead river flow predictability | Jan 2, 2020 | BenchmarkingManagement | —Unverified | 0 |
| Long-Term Visitation Value for Deep Exploration in Sparse Reward Reinforcement Learning | Jan 1, 2020 | Benchmarkingreinforcement-learning | CodeCode Available | 0 |
| Characterizing Missing Information in Deep Networks Using Backpropagated Gradients | Jan 1, 2020 | Anomaly DetectionAttribute | —Unverified | 0 |
| New Loss Functions for Fast Maximum Inner Product Search | Jan 1, 2020 | BenchmarkingQuantization | —Unverified | 0 |
| Integration of Regularized l1 Tracking and Instance Segmentation for Video Object Tracking | Dec 30, 2019 | BenchmarkingInstance Segmentation | —Unverified | 0 |
| Coursera Corpus Mining and Multistage Fine-Tuning for Improving Lectures Translation | Dec 26, 2019 | BenchmarkingDomain Adaptation | CodeCode Available | 1 |
| Efficient Training of Deep Classifiers for Wireless Source Identification using Test SNR Estimates | Dec 26, 2019 | Benchmarking | —Unverified | 0 |
| Benchmarking Adversarial Robustness | Dec 26, 2019 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| Hybrid Machine Learning Models of Classifying Residential Requests for Smart Dispatching | Dec 22, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Look, Read and Feel: Benchmarking Ads Understanding with Multimodal Multitask Learning | Dec 21, 2019 | BenchmarkingPrediction | —Unverified | 0 |
| Benchmarking Discrete Optimization Heuristics with IOHprofiler | Dec 19, 2019 | Benchmarking | —Unverified | 0 |
| Benchmarking the Neural Linear Model for Regression | Dec 18, 2019 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| ABOUT ML: Annotation and Benchmarking on Understanding and Transparency of Machine Learning Lifecycles | Dec 12, 2019 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| OpenBioLink: A benchmarking framework for large-scale biomedical link prediction | Dec 10, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Transformed Subspace Clustering | Dec 10, 2019 | BenchmarkingClustering | —Unverified | 0 |
| Benchmarking Image Sensors Under Adverse Weather Conditions for Autonomous Driving | Dec 6, 2019 | Autonomous DrivingBenchmarking | —Unverified | 0 |
| Trident: Efficient 4PC Framework for Privacy Preserving Machine Learning | Dec 5, 2019 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| An Accelerated Correlation Filter Tracker | Dec 5, 2019 | BenchmarkingObject Tracking | —Unverified | 0 |
| L3 Fusion: Fast Transformed Convolutions on CPUs | Dec 4, 2019 | Benchmarking | —Unverified | 0 |
| Detecting Finger-Vein Presentation Attacks Using 3D Shape & Diffuse Reflectance Decomposition | Dec 3, 2019 | BenchmarkingFinger Vein Recognition | —Unverified | 0 |
| BenchCouncil's View on Benchmarking AI and Other Emerging Workloads | Dec 2, 2019 | Benchmarking | —Unverified | 0 |
| STREETS: A Novel Camera Network Dataset for Traffic Flow | Dec 1, 2019 | Benchmarking | CodeCode Available | 0 |
| SOSD: A Benchmark for Learned Indexes | Nov 29, 2019 | BenchmarkingManagement | CodeCode Available | 0 |
| ModelHub.AI: Dissemination Platform for Deep Learning Models | Nov 26, 2019 | BenchmarkingDeep Learning | —Unverified | 0 |
| On Symbiosis of Attribute Prediction and Semantic Segmentation | Nov 23, 2019 | AttributeBenchmarking | —Unverified | 0 |
| Learning a Representation with the Block-Diagonal Structure for Pattern Classification | Nov 23, 2019 | BenchmarkingClassification | —Unverified | 0 |
| Assessing the Benchmarking Capacity of Machine Reading Comprehension Datasets | Nov 21, 2019 | BenchmarkingMachine Reading Comprehension | —Unverified | 0 |
| Random Machines: A bagged-weighted support vector model with free kernel choice | Nov 21, 2019 | Benchmarkingregression | CodeCode Available | 0 |
| The Design and Implementation of a Scalable DL Benchmarking Platform | Nov 19, 2019 | Benchmarking | —Unverified | 0 |
| DLBricks: Composable Benchmark Generation to Reduce Deep Learning Benchmarking Effort on CPUs (Extended) | Nov 18, 2019 | BenchmarkingCPU | —Unverified | 0 |
| Benchmarking time series classification -- Functional data vs machine learning approaches | Nov 18, 2019 | Additive modelsBenchmarking | CodeCode Available | 0 |
| Benanza: Automatic μBenchmark Generation to Compute "Lower-bound" Latency and Inform Optimizations of Deep Learning Models on GPUs | Nov 16, 2019 | BenchmarkingGPU | —Unverified | 0 |
| Empirical Study of Off-Policy Policy Evaluation for Reinforcement Learning | Nov 15, 2019 | BenchmarkingDiversity | CodeCode Available | 0 |
| Are We Ready for Service Robots? The OpenLORIS-Scene Datasets for Lifelong SLAM | Nov 13, 2019 | BenchmarkingPose Estimation | —Unverified | 0 |
| A Biologically Plausible Benchmark for Contextual Bandit Algorithms in Precision Oncology Using in vitro Data | Nov 11, 2019 | BenchmarkingDecision Making | CodeCode Available | 0 |
| An Analysis of an Integrated Mathematical Modeling -- Artificial Neural Network Approach for the Problems with a Limited Learning Dataset | Nov 8, 2019 | Benchmarking | —Unverified | 0 |
| Graph Convolutional Networks Meet with High Dimensionality Reduction | Nov 7, 2019 | BenchmarkingDimensionality Reduction | CodeCode Available | 0 |
| MLPerf Inference Benchmark | Nov 6, 2019 | Benchmarking | CodeCode Available | 0 |
| On the Measure of Intelligence | Nov 5, 2019 | ARCBenchmarking | CodeCode Available | 0 |
| Synthetic Video Generation for Robust Hand Gesture Recognition in Augmented Reality Applications | Nov 4, 2019 | BenchmarkingGesture Recognition | —Unverified | 0 |