| Analysing Features Learned Using Unsupervised Models on Program Embeddings | Jan 1, 2021 | BenchmarkingBinary Classification | —Unverified | 0 |
| Real-time Webcam Heart-Rate and Variability Estimation with Clean Ground Truth for Evaluation | Dec 31, 2020 | BenchmarkingHeart Rate Variability | —Unverified | 0 |
| A Comprehensive Guide to CAN IDS Data & Introduction of the ROAD Dataset | Dec 29, 2020 | Anomaly DetectionBenchmarking | —Unverified | 0 |
| Weighting-Based Treatment Effect Estimation via Distribution Learning | Dec 26, 2020 | Benchmarking | CodeCode Available | 0 |
| Scalable and Hybrid Ensemble-Based Causality Discovery | Dec 24, 2020 | BenchmarkingDistributed Computing | —Unverified | 0 |
| Rotation Equivariant Siamese Networks for Tracking | Dec 24, 2020 | 2D Pose EstimationBenchmarking | CodeCode Available | 1 |
| Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead | Dec 21, 2020 | Autonomous DrivingBenchmarking | —Unverified | 0 |
| Leaf Segmentation and Counting with Deep Learning: on Model Certainty, Test-Time Augmentation, Trade-Offs | Dec 21, 2020 | BenchmarkingPlant Phenotyping | —Unverified | 0 |
| An Experimental Study of the Transferability of Spectral Graph Networks | Dec 18, 2020 | BenchmarkingGeneral Classification | CodeCode Available | 0 |
| Classification of Single-View Object Point Clouds | Dec 18, 2020 | 3D Object Classification6D Pose Estimation using RGB | —Unverified | 0 |
| Uncertainty Estimation with Deep Learning for Rainfall-Runoff Modelling | Dec 15, 2020 | BenchmarkingDeep Learning | —Unverified | 0 |
| TACTO: A Fast, Flexible, and Open-source Simulator for High-Resolution Vision-based Tactile Sensors | Dec 15, 2020 | Benchmarking | CodeCode Available | 1 |
| Calibrated Adaptive Probabilistic ODE Solvers | Dec 15, 2020 | BenchmarkingDescriptive | CodeCode Available | 0 |
| MOLTR: Multiple Object Localisation, Tracking, and Reconstruction from Monocular RGB Videos | Dec 9, 2020 | BenchmarkingObject | —Unverified | 0 |
| Hybrid Quantum Computing -- Tabu Search Algorithm for Partitioning Problems: preliminary study on the Traveling Salesman Problem | Dec 9, 2020 | BenchmarkingTraveling Salesman Problem | —Unverified | 0 |
| Data and its (dis)contents: A survey of dataset development and use in machine learning research | Dec 9, 2020 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads | Dec 9, 2020 | Anomaly DetectionBenchmarking | —Unverified | 0 |
| MultiON: Benchmarking Semantic Map Memory using Multi-Object Navigation | Dec 7, 2020 | BenchmarkingObject | —Unverified | 0 |
| Benchmarking Commercial Intent Detection Services with Practice-Driven Evaluations | Dec 7, 2020 | BenchmarkingGoal-Oriented Dialog | CodeCode Available | 0 |
| SMPLy Benchmarking 3D Human Pose Estimation in the Wild | Dec 4, 2020 | 3D Human Pose EstimationBenchmarking | —Unverified | 0 |
| AuthNet: A Deep Learning based Authentication Mechanism using Temporal Facial Feature Movements | Dec 4, 2020 | BenchmarkingLip password classification | CodeCode Available | 0 |
| Benchmarking Automated Clinical Language Simplification: Dataset, Algorithm, and Evaluation | Dec 4, 2020 | BenchmarkingMachine Translation | CodeCode Available | 0 |
| Benchmarking Energy-Conserving Neural Networks for Learning Dynamics from Data | Dec 3, 2020 | BenchmarkingInductive Bias | —Unverified | 0 |
| A General Benchmarking Framework for Text Generation | Dec 1, 2020 | BenchmarkingKnowledge Graphs | CodeCode Available | 0 |
| Benchmarking of Transformer-Based Pre-Trained Models on Social Media Text Classification Datasets | Dec 1, 2020 | BenchmarkingClassification | —Unverified | 0 |
| ABSA-Bench: Towards the Unified Evaluation of Aspect-based Sentiment Analysis Research | Dec 1, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Benchmarking Automated Review Response Generation for the Hospitality Domain | Dec 1, 2020 | BenchmarkingDomain Adaptation | —Unverified | 0 |
| AraBench: Benchmarking Dialectal Arabic-English Machine Translation | Dec 1, 2020 | BenchmarkingData Augmentation | —Unverified | 0 |
| mlOSP: Towards a Unified Implementation of Regression Monte Carlo Algorithms | Dec 1, 2020 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Evaluating Attribution for Graph Neural Networks | Dec 1, 2020 | Benchmarking | CodeCode Available | 1 |
| Bayesian Multi-type Mean Field Multi-agent Imitation Learning | Dec 1, 2020 | BenchmarkingImitation Learning | —Unverified | 0 |
| Meta learning to classify intent and slot labels with noisy few shot examples | Nov 30, 2020 | Benchmarkingintent-classification | —Unverified | 0 |
| PMLB v1.0: An open source dataset collection for benchmarking machine learning methods | Nov 30, 2020 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| RealCause: Realistic Causal Inference Benchmarking | Nov 30, 2020 | BenchmarkingCausal Inference | —Unverified | 0 |
| Class-agnostic Object Detection | Nov 28, 2020 | BenchmarkingClass-agnostic Object Detection | —Unverified | 0 |
| A survey of benchmarking frameworks for reinforcement learning | Nov 27, 2020 | Benchmarkingreinforcement-learning | —Unverified | 0 |
| Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis | Nov 25, 2020 | BenchmarkingData Augmentation | —Unverified | 0 |
| Cable Tree Wiring -- Benchmarking Solvers on a Real-World Scheduling Problem with a Variety of Precedence Constraints | Nov 25, 2020 | BenchmarkingScheduling | CodeCode Available | 0 |
| Benchmarking Image Retrieval for Visual Localization | Nov 24, 2020 | Autonomous DrivingBenchmarking | CodeCode Available | 1 |
| Benchmarking Inference Performance of Deep Learning Models on Analog Devices | Nov 24, 2020 | BenchmarkingDeep Learning | —Unverified | 0 |
| RobustPointSet: A Dataset for Benchmarking Robustness of Point Cloud Classifiers | Nov 23, 2020 | 3D Point Cloud ClassificationBenchmarking | CodeCode Available | 1 |
| Spatially Correlated Patterns in Adversarial Images | Nov 21, 2020 | BenchmarkingBlocking | —Unverified | 0 |
| Variational Laplace for Bayesian neural networks | Nov 20, 2020 | BenchmarkingVariational Inference | —Unverified | 0 |
| FedEval: A Holistic Evaluation Framework for Federated Learning | Nov 19, 2020 | BenchmarkingFederated Learning | —Unverified | 0 |
| Automatic Microprocessor Performance Bug Detection | Nov 17, 2020 | Benchmarking | —Unverified | 0 |
| Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning | Nov 15, 2020 | BenchmarkingColorectal Polyps Characterization | CodeCode Available | 1 |
| Tonic: A Deep Reinforcement Learning Library for Fast Prototyping and Benchmarking | Nov 15, 2020 | Benchmarkingcontinuous-control | CodeCode Available | 1 |
| SoftGym: Benchmarking Deep Reinforcement Learning for Deformable Object Manipulation | Nov 14, 2020 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
| Benchmarking Domain Randomisation for Visual Sim-to-Real Transfer | Nov 13, 2020 | BenchmarkingPose Estimation | —Unverified | 0 |
| tvopt: A Python Framework for Time-Varying Optimization | Nov 12, 2020 | Benchmarking | CodeCode Available | 1 |