| Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers | Jul 3, 2020 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| Benchmarking for Metaheuristic Black-Box Optimization: Perspectives and Open Challenges | Jul 1, 2020 | BenchmarkingMetaheuristic Optimization | —Unverified | 0 |
| EndoSLAM Dataset and An Unsupervised Monocular Visual Odometry and Depth Estimation Approach for Endoscopic Videos: Endo-SfMLearner | Jun 30, 2020 | BenchmarkingDepth Estimation | CodeCode Available | 1 |
| Reinforcement Learning Based Handwritten Digit Recognition with Two-State Q-Learning | Jun 28, 2020 | BenchmarkingHandwritten Digit Recognition | —Unverified | 0 |
| Fast Training of Deep Networks with One-Class CNNs | Jun 28, 2020 | BenchmarkingClassification | —Unverified | 0 |
| Deep Learning for Virtual Screening: Five Reasons to Use ROC Cost Functions | Jun 25, 2020 | BenchmarkingDrug Discovery | —Unverified | 0 |
| Recurrent Quantum Neural Networks | Jun 25, 2020 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Extended Labeled Faces in-the-Wild (ELFW): Augmenting Classes for Face Segmentation | Jun 24, 2020 | BenchmarkingData Augmentation | —Unverified | 0 |
| Distribution-Based Invariant Deep Networks for Learning Meta-Features | Jun 24, 2020 | BenchmarkingGeneral Classification | —Unverified | 0 |
| Labelling unlabelled videos from scratch with multi-modal self-supervision | Jun 24, 2020 | BenchmarkingClustering | CodeCode Available | 1 |
| Benchmarking features from different radiomics toolkits / toolboxes using Image Biomarkers Standardization Initiative | Jun 23, 2020 | Benchmarking | —Unverified | 0 |
| Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework | Jun 23, 2020 | BenchmarkingGPU | CodeCode Available | 2 |
| A deep convolutional neural network model for rapid prediction of fluvial flood inundation | Jun 20, 2020 | BenchmarkingComputational Efficiency | —Unverified | 0 |
| Monash University, UEA, UCR Time Series Extrinsic Regression Archive | Jun 19, 2020 | BenchmarkingMissing Values | CodeCode Available | 1 |
| Ranking and benchmarking framework for sampling algorithms on synthetic data streams | Jun 17, 2020 | BenchmarkingHyperparameter Optimization | CodeCode Available | 0 |
| Mitigating Gender Bias in Captioning Systems | Jun 15, 2020 | BenchmarkingGender Prediction | CodeCode Available | 1 |
| Domain Adaptation with Joint Learning for Generic, Optical Car Part Recognition and Detection Systems (Go-CaRD) | Jun 15, 2020 | BenchmarkingDomain Adaptation | —Unverified | 0 |
| Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative Tasks | Jun 14, 2020 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
| The Collective Knowledge project: making ML models more portable and reproducible with open APIs, reusable best practices and MLOps | Jun 12, 2020 | Benchmarkingobject-detection | CodeCode Available | 0 |
| Benchmarking Unsupervised Object Representations for Video Sequences | Jun 12, 2020 | BenchmarkingClustering | CodeCode Available | 1 |
| PRGFlow: Benchmarking SWAP-Aware Unified Deep Visual Inertial Odometry | Jun 11, 2020 | BenchmarkingTranslation | CodeCode Available | 0 |
| Morphing Attack Detection -- Database, Evaluation Platform and Benchmarking | Jun 11, 2020 | BenchmarkingFace Recognition | —Unverified | 0 |
| Benchmarking a (μ+λ) Genetic Algorithm with Configurable Crossover Probability | Jun 10, 2020 | Benchmarking | —Unverified | 0 |
| Learning to Plan via Deep Optimistic Value Exploration | Jun 8, 2020 | BenchmarkingModel-based Reinforcement Learning | —Unverified | 0 |
| UCLID-Net: Single View Reconstruction in Object Space | Jun 6, 2020 | BenchmarkingDecoder | —Unverified | 0 |