| When Do Flat Minima Optimizers Work? | Feb 1, 2022 | BenchmarkingGraph Learning | CodeCode Available | 1 |
| Benchmarking Chinese Text Recognition: Datasets, Baselines, and an Empirical Study | Dec 30, 2021 | AttributeBenchmarking | CodeCode Available | 1 |
| Are we really making much progress? Revisiting, benchmarking, and refining heterogeneous graph neural networks | Dec 30, 2021 | BenchmarkingHeterogeneous Node Classification | CodeCode Available | 1 |
| Leveraging Trust for Joint Multi-Objective and Multi-Fidelity Optimization | Dec 27, 2021 | Bayesian OptimizationBenchmarking | CodeCode Available | 1 |
| Autonomous Reinforcement Learning: Formalism and Benchmarking | Dec 17, 2021 | Benchmarkingreinforcement-learning | CodeCode Available | 1 |
| High-Dimensional Inference in Bayesian Networks | Dec 16, 2021 | BenchmarkingVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Boosting Neural Image Compression for Machines Using Latent Space Masking | Dec 15, 2021 | BenchmarkingImage Compression | CodeCode Available | 1 |
| Label, Verify, Correct: A Simple Few Shot Object Detection Method | Dec 10, 2021 | BenchmarkingFew-Shot Object Detection | CodeCode Available | 1 |
| Learning Representations with Contrastive Self-Supervised Learning for Histopathology Applications | Dec 10, 2021 | BenchmarkingContrastive Learning | CodeCode Available | 1 |
| Benchmarking human visual search computational models in natural scenes: models comparison and reference datasets | Dec 10, 2021 | Benchmarking | CodeCode Available | 1 |
| Object Shape Error Response Using Bayesian 3-D Convolutional Neural Networks for Assembly Systems With Compliant Parts | Dec 8, 2021 | 3D Shape ModelingBenchmarking | CodeCode Available | 1 |
| HyFactor: Hydrogen-count labelled graph-based defactorization Autoencoder | Dec 6, 2021 | BenchmarkingGraph Learning | CodeCode Available | 1 |
| Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks | Dec 6, 2021 | BenchmarkingInductive logic programming | CodeCode Available | 1 |
| BenchML: an extensible pipelining framework for benchmarking representations of materials and molecules at scale | Dec 4, 2021 | BenchmarkingHyperparameter Optimization | CodeCode Available | 1 |
| CSAW-M: An Ordinal Classification Dataset for Benchmarking Mammographic Masking of Cancer | Dec 2, 2021 | BenchmarkingOrdinal Classification | CodeCode Available | 1 |
| TISE: Bag of Metrics for Text-to-Image Synthesis Evaluation | Dec 2, 2021 | BenchmarkingImage Generation | CodeCode Available | 1 |
| MC-Blur: A Comprehensive Benchmark for Image Deblurring | Dec 1, 2021 | BenchmarkingDeblurring | CodeCode Available | 1 |
| Neural Regression, Representational Similarity, Model Zoology & Neural Taskonomy at Scale in Rodent Visual Cortex | Dec 1, 2021 | BenchmarkingObject Recognition | CodeCode Available | 1 |
| NEORL: NeuroEvolution Optimization with Reinforcement Learning | Dec 1, 2021 | Benchmarkingglobal-optimization | CodeCode Available | 1 |
| ClimART: A Benchmark Dataset for Emulating Atmospheric Radiative Transfer in Weather and Climate Models | Nov 29, 2021 | BenchmarkingPhysical Simulations | CodeCode Available | 1 |
| Benchmarking Accuracy and Generalizability of Four Graph Neural Networks Using Large In Vitro ADME Datasets from Different Chemical Spaces | Nov 27, 2021 | BenchmarkingGraph Attention | CodeCode Available | 1 |
| EH-DNAS: End-to-End Hardware-aware Differentiable Neural Architecture Search | Nov 24, 2021 | BenchmarkingNeural Architecture Search | CodeCode Available | 1 |
| FedCV: A Federated Learning Framework for Diverse Computer Vision Tasks | Nov 22, 2021 | BenchmarkingFederated Learning | CodeCode Available | 1 |
| Benchmarking Detection Transfer Learning with Vision Transformers | Nov 22, 2021 | Benchmarkingobject-detection | CodeCode Available | 1 |
| Benchmarking emergency department triage prediction models with machine learning and large public electronic health records | Nov 22, 2021 | Benchmarking | CodeCode Available | 1 |
