| FIMP: Foundation Model-Informed Message Passing for Graph Neural Networks | Oct 17, 2022 | BenchmarkingGraph Neural Network | —Unverified | 0 |
| Conditional Neural Processes for Molecules | Oct 17, 2022 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| DyFEn: Agent-Based Fee Setting in Payment Channel Networks | Oct 15, 2022 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| A Survey of Parameters Associated with the Quality of Benchmarks in NLP | Oct 14, 2022 | Benchmarking | —Unverified | 0 |
| TweetNERD -- End to End Entity Linking Benchmark for Tweets | Oct 14, 2022 | BenchmarkingEntity Linking | CodeCode Available | 0 |
| Benchmarking Long-tail Generalization with Likelihood Splits | Oct 13, 2022 | BenchmarkingLanguage Modeling | CodeCode Available | 0 |
| OpenOOD: Benchmarking Generalized Out-of-Distribution Detection | Oct 13, 2022 | Anomaly DetectionBenchmarking | CodeCode Available | 0 |
| Simulated Contextual Bandits for Personalization Tasks from Recommendation Datasets | Oct 12, 2022 | BenchmarkingMulti-Armed Bandits | CodeCode Available | 0 |
| Understanding or Manipulation: Rethinking Online Performance Gains of Modern Recommender Systems | Oct 11, 2022 | BenchmarkingRecommendation Systems | —Unverified | 0 |
| Vote'n'Rank: Revision of Benchmarking with Social Choice Theory | Oct 11, 2022 | BenchmarkingResult aggregation | CodeCode Available | 0 |
| A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing | Oct 10, 2022 | BenchmarkingData Augmentation | —Unverified | 0 |
| Quantifying Social Biases Using Templates is Unreliable | Oct 9, 2022 | AttributeBenchmarking | —Unverified | 0 |
| Are All Steps Equally Important? Benchmarking Essentiality Detection of Events | Oct 8, 2022 | AllBenchmarking | —Unverified | 0 |
| Is margin all you need? An extensive empirical study of active learning on tabular data | Oct 7, 2022 | Active LearningAll | —Unverified | 0 |
| A Theory of Dynamic Benchmarks | Oct 6, 2022 | Benchmarking | —Unverified | 0 |
| IJCB 2022 Mobile Behavioral Biometrics Competition (MobileB2C) | Oct 6, 2022 | Benchmarking | CodeCode Available | 0 |
| SynBench: Task-Agnostic Benchmarking of Pretrained Representations using Synthetic Data | Oct 6, 2022 | BenchmarkingRepresentation Learning | —Unverified | 0 |
| MEDFAIR: Benchmarking Fairness for Medical Imaging | Oct 4, 2022 | BenchmarkingFairness | CodeCode Available | 0 |
| Detection and Evaluation of Clusters within Sequential Data | Oct 4, 2022 | BenchmarkingClustering | —Unverified | 0 |
| A Framework for Large Scale Synthetic Graph Dataset Generation | Oct 4, 2022 | BenchmarkingDataset Generation | —Unverified | 0 |
| Benchmarking Learnt Radio Localisation under Distribution Shift | Oct 4, 2022 | Benchmarking | —Unverified | 0 |
| The current state of single-cell proteomics data analysis | Oct 3, 2022 | Benchmarking | CodeCode Available | 0 |
| DELAD: Deep Landweber-guided deconvolution with Hessian and sparse prior | Sep 30, 2022 | BenchmarkingBlind Image Deblurring | —Unverified | 0 |
| Benchmarking Learning Efficiency in Deep Reservoir Computing | Sep 29, 2022 | Benchmarking | CodeCode Available | 0 |
| Towards Parameter-Efficient Integration of Pre-Trained Language Models In Temporal Video Grounding | Sep 26, 2022 | BenchmarkingNatural Language Queries | CodeCode Available | 0 |
| Deep Feature Selection Using a Novel Complementary Feature Mask | Sep 25, 2022 | Benchmarkingfeature selection | —Unverified | 0 |
| Feature Encodings for Gradient Boosting with Automunge | Sep 25, 2022 | BenchmarkingBinarization | —Unverified | 0 |
| Removal of Ocular Artifacts in EEG Using Deep Learning | Sep 24, 2022 | BenchmarkingDeep Learning | —Unverified | 0 |
| How Good Is Neural Combinatorial Optimization? A Systematic Evaluation on the Traveling Salesman Problem | Sep 22, 2022 | BenchmarkingCombinatorial Optimization | —Unverified | 0 |
| Periodic Extrapolative Generalisation in Neural Networks | Sep 21, 2022 | Benchmarking | CodeCode Available | 0 |
| Progressive with Purpose: Guiding Progressive Inpainting DNNs through Context and Structure | Sep 21, 2022 | BenchmarkingImage Inpainting | —Unverified | 0 |
| Benchmarking Apache Spark and Hadoop MapReduce on Big Data Classification | Sep 21, 2022 | BenchmarkingManagement | CodeCode Available | 0 |
| Benchmarking energy consumption and latency for neuromorphic computing in condensed matter and particle physics | Sep 21, 2022 | Anomaly DetectionBenchmarking | —Unverified | 0 |
| FACT: Learning Governing Abstractions Behind Integer Sequences | Sep 20, 2022 | Benchmarking | —Unverified | 0 |
| Feature embedding in click-through rate prediction | Sep 20, 2022 | BenchmarkingClick-Through Rate Prediction | CodeCode Available | 0 |
| Rewarding Episodic Visitation Discrepancy for Exploration in Reinforcement Learning | Sep 19, 2022 | Atari GamesBenchmarking | —Unverified | 0 |
| Skills and Liquidity Barriers to Youth Employment: Medium-term Evidence from a Cash Benchmarking Experiment in Rwanda | Sep 18, 2022 | Benchmarking | —Unverified | 0 |
| LAVIS: A Library for Language-Vision Intelligence | Sep 15, 2022 | BenchmarkingImage Captioning | —Unverified | 0 |
| Is Synthetic Dataset Reliable for Benchmarking Generalizable Person Re-Identification? | Sep 12, 2022 | BenchmarkingGeneralizable Person Re-identification | —Unverified | 0 |
| OpenMixup: Open Mixup Toolbox and Benchmark for Visual Representation Learning | Sep 11, 2022 | BenchmarkingClassification | —Unverified | 0 |
| Application of Machine Learning for Online Reputation Systems | Sep 10, 2022 | BenchmarkingRecommendation Systems | —Unverified | 0 |
| FORLORN: A Framework for Comparing Offline Methods and Reinforcement Learning for Optimization of RAN Parameters | Sep 8, 2022 | Benchmarkingcontinuous-control | CodeCode Available | 0 |
| Improving plant disease classification by adaptive minimal ensembling | Sep 8, 2022 | BenchmarkingClassification | —Unverified | 0 |
| RF Fingerprinting Needs Attention: Multi-task Approach for Real-World WiFi and Bluetooth | Sep 7, 2022 | Benchmarking | —Unverified | 0 |
| Low Complexity Hybrid Beamforming for mmWave Full-Duplex Integrated Access and Backhaul | Sep 5, 2022 | Benchmarking | CodeCode Available | 0 |
| Complexity of Representations in Deep Learning | Sep 1, 2022 | BenchmarkingDeep Learning | —Unverified | 0 |
| An evaluation framework for comparing causal inference models | Aug 31, 2022 | BenchmarkingCausal Inference | —Unverified | 0 |
| AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels | Aug 30, 2022 | Benchmarking | —Unverified | 0 |
| Hardware-aware mobile building block evaluation for computer vision | Aug 26, 2022 | BenchmarkingEfficient Neural Network | —Unverified | 0 |
| Benchmarking Human Face Similarity Using Identical Twins | Aug 25, 2022 | Benchmarking | —Unverified | 0 |