| OpenDenoising: an Extensible Benchmark for Building Comparative Studies of Image Denoisers | Oct 18, 2019 | BenchmarkingDenoising | CodeCode Available | 0 |
| AdvancedHMC.jl: A robust, modular and efficient implementation of advanced HMC algorithms | Oct 16, 2019 | Bayesian InferenceBenchmarking | CodeCode Available | 0 |
| Design, Benchmarking and Explainability Analysis of a Game-Theoretic Framework towards Energy Efficiency in Smart Infrastructure | Oct 16, 2019 | BenchmarkingDecision Making | —Unverified | 0 |
| On Empirical Comparisons of Optimizers for Deep Learning | Oct 11, 2019 | BenchmarkingDeep Learning | CodeCode Available | 0 |
| Methods and open-source toolkit for analyzing and visualizing challenge results | Oct 11, 2019 | Benchmarking | —Unverified | 0 |
| BIAS: Transparent reporting of biomedical image analysis challenges | Oct 9, 2019 | Benchmarking | —Unverified | 0 |
| Effective Stabilized Self-Training on Few-Labeled Graph Data | Oct 7, 2019 | BenchmarkingModel Selection | CodeCode Available | 0 |
| Action-conditioned Benchmarking of Robotic Video Prediction Models: a Comparative Study | Oct 7, 2019 | BenchmarkingPrediction | CodeCode Available | 0 |
| ViP: Video Platform for PyTorch | Oct 7, 2019 | BenchmarkingVideo Understanding | CodeCode Available | 0 |
| Conditional out-of-sample generation for unpaired data using trVAE | Oct 4, 2019 | BenchmarkingDecoder | CodeCode Available | 0 |
| MLPerf Training Benchmark | Oct 2, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs | Oct 1, 2019 | BenchmarkingDialogue Generation | CodeCode Available | 0 |
| Learning an Event Sequence Embedding for Dense Event-Based Deep Stereo | Oct 1, 2019 | Benchmarking | CodeCode Available | 0 |
| DiPCo -- Dinner Party Corpus | Sep 30, 2019 | Benchmarking | —Unverified | 0 |
| DISCOMAN: Dataset of Indoor SCenes for Odometry, Mapping And Navigation | Sep 26, 2019 | BenchmarkingPanoptic Segmentation | —Unverified | 0 |
| Compact Trilinear Interaction for Visual Question Answering | Sep 26, 2019 | BenchmarkingKnowledge Distillation | CodeCode Available | 0 |
| MLModelScope: A Distributed Platform for ML Model Evaluation and Benchmarking at Scale | Sep 25, 2019 | Benchmarking | —Unverified | 0 |
| Benchmarking Tropical Cyclone Rapid Intensification with Satellite Images and Attention-based Deep Models | Sep 25, 2019 | BenchmarkingDeep Learning | CodeCode Available | 0 |
| Pretraining boosts out-of-domain robustness for pose estimation | Sep 24, 2019 | Animal Pose EstimationBenchmarking | —Unverified | 0 |
| Scale MLPerf-0.6 models on Google TPU-v3 Pods | Sep 21, 2019 | Benchmarking | —Unverified | 0 |
| Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent Data | Sep 20, 2019 | BenchmarkingEnsemble Learning | CodeCode Available | 0 |
| Dual Encoder-Decoder based Generative Adversarial Networks for Disentangled Facial Representation Learning | Sep 19, 2019 | BenchmarkingDecoder | —Unverified | 0 |
| Timage -- A Robust Time Series Classification Pipeline | Sep 19, 2019 | BenchmarkingClassification | CodeCode Available | 0 |
| PixelHop: A Successive Subspace Learning (SSL) Method for Object Classification | Sep 17, 2019 | BenchmarkingDecision Making | CodeCode Available | 0 |
| A*3D Dataset: Towards Autonomous Driving in Challenging Environments | Sep 17, 2019 | 3D Object DetectionAutonomous Driving | CodeCode Available | 0 |
| UAV Trajectory Planning for Data Collection from Time-Constrained IoT Devices | Sep 17, 2019 | BenchmarkingTrajectory Planning | CodeCode Available | 0 |
| Benchmarking the Performance and Energy Efficiency of AI Accelerators for AI Training | Sep 15, 2019 | BenchmarkingCPU | —Unverified | 0 |
| A tale of two toolkits, report the first: benchmarking time series classification algorithms for correctness and efficiency | Sep 12, 2019 | BenchmarkingGeneral Classification | —Unverified | 0 |
| Recognizing Object Affordances to Support Scene Reasoning for Manipulation Tasks | Sep 12, 2019 | Affordance DetectionAffordance Recognition | CodeCode Available | 0 |
| VizSeq: A Visual Analysis Toolkit for Text Generation Tasks | Sep 12, 2019 | BenchmarkingImage Captioning | CodeCode Available | 0 |
| Distortion-adaptive Salient Object Detection in 360^ Omnidirectional Images | Sep 11, 2019 | Benchmarkingobject-detection | —Unverified | 0 |
| Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks | Sep 8, 2019 | BenchmarkingClassification | CodeCode Available | 0 |
| Multi-Modal Three-Stream Network for Action Recognition | Sep 8, 2019 | Action ClassificationAction Recognition | —Unverified | 0 |
| An efficient and perceptually motivated auditory neural encoding and decoding algorithm for spiking neural networks | Sep 3, 2019 | Benchmarkingspeech-recognition | —Unverified | 0 |
| The LOCATA Challenge: Acoustic Source Localization and Tracking | Sep 3, 2019 | BenchmarkingSound Source Localization | CodeCode Available | 0 |
| Improving Named Entity Linking Corpora Quality | Sep 1, 2019 | BenchmarkingEntity Linking | —Unverified | 0 |
| 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 |
| 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 |
| Benchmarking Bonus-Based Exploration Methods on the Arcade Learning Environment | Aug 6, 2019 | Atari GamesBenchmarking | —Unverified | 0 |