| Classification of Single-View Object Point Clouds | Dec 18, 2020 | 3D Object Classification6D Pose Estimation using RGB | —Unverified | 0 |
| Calibrated Adaptive Probabilistic ODE Solvers | Dec 15, 2020 | BenchmarkingDescriptive | CodeCode Available | 0 |
| Uncertainty Estimation with Deep Learning for Rainfall-Runoff Modelling | Dec 15, 2020 | BenchmarkingDeep Learning | —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 |
| Hybrid Quantum Computing -- Tabu Search Algorithm for Partitioning Problems: preliminary study on the Traveling Salesman Problem | Dec 9, 2020 | BenchmarkingTraveling Salesman Problem | —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 |
| MOLTR: Multiple Object Localisation, Tracking, and Reconstruction from Monocular RGB Videos | Dec 9, 2020 | BenchmarkingObject | —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 |
| 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 |
| SMPLy Benchmarking 3D Human Pose Estimation in the Wild | Dec 4, 2020 | 3D Human Pose EstimationBenchmarking | —Unverified | 0 |
| Benchmarking Energy-Conserving Neural Networks for Learning Dynamics from Data | Dec 3, 2020 | BenchmarkingInductive Bias | —Unverified | 0 |
| mlOSP: Towards a Unified Implementation of Regression Monte Carlo Algorithms | Dec 1, 2020 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 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 |
| AraBench: Benchmarking Dialectal Arabic-English Machine Translation | Dec 1, 2020 | BenchmarkingData Augmentation | —Unverified | 0 |
| Benchmarking of Transformer-Based Pre-Trained Models on Social Media Text Classification Datasets | Dec 1, 2020 | BenchmarkingClassification | —Unverified | 0 |
| A General Benchmarking Framework for Text Generation | Dec 1, 2020 | BenchmarkingKnowledge Graphs | CodeCode Available | 0 |
| Benchmarking Automated Review Response Generation for the Hospitality Domain | Dec 1, 2020 | BenchmarkingDomain Adaptation | —Unverified | 0 |
| 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 |
| 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 Inference Performance of Deep Learning Models on Analog Devices | Nov 24, 2020 | BenchmarkingDeep Learning | —Unverified | 0 |
| 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 |
| Benchmarking Domain Randomisation for Visual Sim-to-Real Transfer | Nov 13, 2020 | BenchmarkingPose Estimation | —Unverified | 0 |
| Cryo-RALib -- a modular library for accelerating alignment in cryo-EM | Nov 11, 2020 | BenchmarkingGPU | CodeCode Available | 0 |
| Perturbation-based exploration methods in deep reinforcement learning | Nov 10, 2020 | Atari GamesBenchmarking | —Unverified | 0 |
| Benchmarking LF-MMI, CTC and RNN-T Criteria for Streaming ASR | Nov 9, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Characterizing Transactional Databases for Frequent Itemset Mining | Nov 9, 2020 | Benchmarking | —Unverified | 0 |
| A Comprehensive Comparison of Multi-Dimensional Image Denoising Methods | Nov 6, 2020 | BenchmarkingDenoising | CodeCode Available | 0 |
| Beyond Marginal Uncertainty: How Accurately can Bayesian Regression Models Estimate Posterior Predictive Correlations? | Nov 6, 2020 | Active LearningBenchmarking | CodeCode Available | 0 |
| Defense-friendly Images in Adversarial Attacks: Dataset and Metrics for Perturbation Difficulty | Nov 5, 2020 | Adversarial AttackBenchmarking | CodeCode Available | 0 |
| InferBench: Understanding Deep Learning Inference Serving with an Automatic Benchmarking System | Nov 4, 2020 | Benchmarking | —Unverified | 0 |
| The Forchheim Image Database for Camera Identification in the Wild | Nov 4, 2020 | BenchmarkingFact Checking | —Unverified | 0 |
| EEGS: A Transparent Model of Emotions | Nov 4, 2020 | Benchmarkingmodel | —Unverified | 0 |
| Face Morphing Attack Generation & Detection: A Comprehensive Survey | Nov 3, 2020 | BenchmarkingFace Recognition | —Unverified | 0 |
| Rearrangement: A Challenge for Embodied AI | Nov 3, 2020 | Benchmarking | —Unverified | 0 |
| IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian NLP | Nov 2, 2020 | BenchmarkingLanguage Modeling | —Unverified | 0 |
| Neural Network Design: Learning from Neural Architecture Search | Nov 1, 2020 | Benchmarkingimage-classification | CodeCode Available | 0 |
| Alibaba’s Submission for the WMT 2020 APE Shared Task: Improving Automatic Post-Editing with Pre-trained Conditional Cross-Lingual BERT | Nov 1, 2020 | Automatic Post-EditingBenchmarking | —Unverified | 0 |
| Cross-lingual sentiment classification in low-resource Bengali language | Nov 1, 2020 | BenchmarkingClassification | CodeCode Available | 0 |
| On the Reliability and Validity of Detecting Approval of Political Actors in Tweets | Nov 1, 2020 | BenchmarkingSentiment Analysis | —Unverified | 0 |
| Is Transfer Learning Necessary for Protein Landscape Prediction? | Oct 31, 2020 | BenchmarkingPrediction | —Unverified | 0 |