| CloudifierNet -- Deep Vision Models for Artificial Image Processing | Nov 4, 2019 | BenchmarkingCode Generation | —Unverified | 0 |
| Solving the chemical master equation for monomolecular reaction systems analytically: a Doi-Peliti path integral view | Nov 3, 2019 | Benchmarking | —Unverified | 0 |
| Automatic Detection of Generated Text is Easiest when Humans are Fooled | Nov 2, 2019 | BenchmarkingLanguage Modelling | CodeCode Available | 1 |
| Building a De-identification System for Real Swedish Clinical Text Using Pseudonymised Clinical Text | Nov 1, 2019 | BenchmarkingDe-identification | —Unverified | 0 |
| EnergyStar++: Towards more accurate and explanatory building energy benchmarking | Oct 30, 2019 | Benchmarkingenergy management | CodeCode Available | 0 |
| Detection of Adversarial Attacks and Characterization of Adversarial Subspace | Oct 26, 2019 | BenchmarkingEnvironmental Sound Classification | —Unverified | 0 |
| FineText: Text Classification via Attention-based Language Model Fine-tuning | Oct 25, 2019 | BenchmarkingClassification | —Unverified | 0 |
| Optimizer Benchmarking Needs to Account for Hyperparameter Tuning | Oct 25, 2019 | Benchmarking | —Unverified | 0 |
| Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison | Oct 24, 2019 | Action ClassificationBenchmarking | CodeCode Available | 1 |
| Face Detection on Surveillance Images | Oct 22, 2019 | BenchmarkingFace Detection | —Unverified | 0 |
| Torchreid: A Library for Deep Learning Person Re-Identification in Pytorch | Oct 22, 2019 | BenchmarkingPerson Re-Identification | CodeCode Available | 1 |
| A Stepwise, Label-based Approach for Improving the Adversarial Training in Unsupervised Video Summarization | Oct 21, 2019 | BenchmarkingUnsupervised Video Summarization | CodeCode Available | 0 |
| OpenDenoising: an Extensible Benchmark for Building Comparative Studies of Image Denoisers | Oct 18, 2019 | BenchmarkingDenoising | CodeCode Available | 0 |
| Toward 3D Object Reconstruction from Stereo Images | Oct 18, 2019 | 3D Object ReconstructionBenchmarking | 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 |
| 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 |
| Effective Stabilized Self-Training on Few-Labeled Graph Data | Oct 7, 2019 | BenchmarkingModel Selection | CodeCode Available | 0 |
| Conditional out-of-sample generation for unpaired data using trVAE | Oct 4, 2019 | BenchmarkingDecoder | CodeCode Available | 0 |
| Benchmarking Batch Deep Reinforcement Learning Algorithms | Oct 3, 2019 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
| MLPerf Training Benchmark | Oct 2, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Benchmarking machine learning models on multi-centre eICU critical care dataset | Oct 2, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| Learning an Event Sequence Embedding for Dense Event-Based Deep Stereo | Oct 1, 2019 | Benchmarking | CodeCode Available | 0 |
| DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs | Oct 1, 2019 | BenchmarkingDialogue Generation | 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 |
| UAV Trajectory Planning for Data Collection from Time-Constrained IoT Devices | Sep 17, 2019 | BenchmarkingTrajectory Planning | CodeCode Available | 0 |
| A*3D Dataset: Towards Autonomous Driving in Challenging Environments | Sep 17, 2019 | 3D Object DetectionAutonomous Driving | CodeCode Available | 0 |
| PixelHop: A Successive Subspace Learning (SSL) Method for Object Classification | Sep 17, 2019 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Benchmarking the Performance and Energy Efficiency of AI Accelerators for AI Training | Sep 15, 2019 | BenchmarkingCPU | —Unverified | 0 |
| VizSeq: A Visual Analysis Toolkit for Text Generation Tasks | Sep 12, 2019 | BenchmarkingImage Captioning | CodeCode Available | 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 |
| Distortion-adaptive Salient Object Detection in 360^ Omnidirectional Images | Sep 11, 2019 | Benchmarkingobject-detection | —Unverified | 0 |
| Multi-Modal Three-Stream Network for Action Recognition | Sep 8, 2019 | Action ClassificationAction Recognition | —Unverified | 0 |
| Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks | Sep 8, 2019 | BenchmarkingClassification | CodeCode Available | 0 |
| An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction | Sep 4, 2019 | BenchmarkingGeneral Classification | CodeCode Available | 1 |
| The LOCATA Challenge: Acoustic Source Localization and Tracking | Sep 3, 2019 | BenchmarkingSound Source Localization | CodeCode Available | 0 |