| Revisiting Self-Training for Few-Shot Learning of Language Model | Oct 4, 2021 | BenchmarkingFew-Shot Learning | CodeCode Available | 1 |
| Benchmarking Safety Monitors for Image Classifiers with Machine Learning | Oct 4, 2021 | Autonomous VehiclesBenchmarking | CodeCode Available | 0 |
| A New Approach for Image Authentication Framework for Media Forensics Purpose | Oct 3, 2021 | AstronomyBenchmarking | —Unverified | 0 |
| Machine Learning with Knowledge Constraints for Process Optimization of Open-Air Perovskite Solar Cell Manufacturing | Oct 1, 2021 | Bayesian OptimizationBenchmarking | CodeCode Available | 1 |
| Phonetic Word Embeddings | Sep 30, 2021 | BenchmarkingWord Embeddings | CodeCode Available | 1 |
| A Two-Stage Neural-Filter Pareto Front Extractor and the need for Benchmarking | Sep 29, 2021 | BenchmarkingMulti-Task Learning | —Unverified | 0 |
| NAS-Bench-Zero: A Large Scale Dataset for Understanding Zero-Shot Neural Architecture Search | Sep 29, 2021 | BenchmarkingNeural Architecture Search | —Unverified | 0 |
| Benchmarking person re-identification approaches and training datasets for practical real-world implementations | Sep 29, 2021 | BenchmarkingPedestrian Detection | —Unverified | 0 |
| Deep Learning of Intrinsically Motivated Options in the Arcade Learning Environment | Sep 29, 2021 | Atari GamesBenchmarking | —Unverified | 0 |
| Benchmarking Graph Neural Networks on Dynamic Link Prediction | Sep 29, 2021 | BenchmarkingDynamic Link Prediction | CodeCode Available | 1 |
| Less is more: Selecting the right benchmarking set of data for time series classification | Sep 29, 2021 | BenchmarkingTime Series | —Unverified | 0 |
| Imitation Learning from Pixel Observations for Continuous Control | Sep 29, 2021 | Benchmarkingcontinuous-control | —Unverified | 0 |
| Learning to Schedule Learning rate with Graph Neural Networks | Sep 29, 2021 | Benchmarkingimage-classification | —Unverified | 0 |
| Best Practices in Pool-based Active Learning for Image Classification | Sep 29, 2021 | Active LearningBenchmarking | —Unverified | 0 |
| Stabilized Self-training with Negative Sampling on Few-labeled Graph Data | Sep 29, 2021 | BenchmarkingNode Classification | —Unverified | 0 |
| Measuring CLEVRness: Black-box Testing of Visual Reasoning Models | Sep 29, 2021 | BenchmarkingDiagnostic | —Unverified | 0 |
| Modelling neuronal behaviour with time series regression: Recurrent Neural Networks on synthetic C. elegans data | Sep 29, 2021 | Benchmarkingregression | —Unverified | 0 |
| Benchmarking Algorithms from Machine Learning for Low-Budget Black-Box Optimization | Sep 29, 2021 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| Benchmarking Sample Selection Strategies for Batch Reinforcement Learning | Sep 29, 2021 | BenchmarkingImitation Learning | —Unverified | 0 |
| FastEnsemble: Benchmarking and Accelerating Ensemble-based Uncertainty Estimation for Image-to-Image Translation | Sep 29, 2021 | BenchmarkingImage Generation | —Unverified | 0 |
| A Systematic Evaluation of Domain Adaptation Algorithms On Time Series Data | Sep 29, 2021 | BenchmarkingDomain Adaptation | —Unverified | 0 |
| Decentralized Learning for Overparameterized Problems: A Multi-Agent Kernel Approximation Approach | Sep 29, 2021 | Benchmarking | —Unverified | 0 |
| Benchmarking Machine Learning Robustness in Covid-19 Spike Sequence Classification | Sep 29, 2021 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation | Sep 29, 2021 | BenchmarkingPhilosophy | CodeCode Available | 1 |
| "How Robust r u?": Evaluating Task-Oriented Dialogue Systems on Spoken Conversations | Sep 28, 2021 | BenchmarkingDialogue State Tracking | CodeCode Available | 1 |