| Benchmarking Deep Models for Salient Object Detection | Feb 7, 2022 | BenchmarkingObject | CodeCode Available | 1 |
| Evaluation Methods and Measures for Causal Learning Algorithms | Feb 7, 2022 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| RerrFact: Reduced Evidence Retrieval Representations for Scientific Claim Verification | Feb 5, 2022 | BenchmarkingBinary Classification | CodeCode Available | 0 |
| Structured Prediction Problem Archive | Feb 4, 2022 | BenchmarkingPrediction | CodeCode Available | 0 |
| Quality Assessment of Low Light Restored Images: A Subjective Study and an Unsupervised Model | Feb 4, 2022 | BenchmarkingContrastive Learning | —Unverified | 0 |
| Danish Airs and Grounds: A Dataset for Aerial-to-Street-Level Place Recognition and Localization | Feb 3, 2022 | 3D ReconstructionBenchmarking | —Unverified | 0 |
| A quantitative method for benchmarking fair income distribution | Feb 2, 2022 | Benchmarking | —Unverified | 0 |
| Black-box Bayesian inference for economic agent-based models | Feb 1, 2022 | Bayesian InferenceBenchmarking | —Unverified | 0 |
| When Do Flat Minima Optimizers Work? | Feb 1, 2022 | BenchmarkingGraph Learning | CodeCode Available | 1 |
| AntBO: Towards Real-World Automated Antibody Design with Combinatorial Bayesian Optimisation | Jan 29, 2022 | Bayesian OptimisationBenchmarking | —Unverified | 0 |
| Benchmarking Resource Usage for Efficient Distributed Deep Learning | Jan 28, 2022 | BenchmarkingDeep Learning | —Unverified | 0 |
| Benchmarking Conventional Vision Models on Neuromorphic Fall Detection and Action Recognition Dataset | Jan 28, 2022 | Action RecognitionBenchmarking | —Unverified | 0 |
| Benchmarking Robustness of 3D Point Cloud Recognition Against Common Corruptions | Jan 28, 2022 | 3D Point Cloud Classification3D Point Cloud Data Augmentation | CodeCode Available | 2 |
| Benchmarking learned non-Cartesian k-space trajectories and reconstruction networks | Jan 27, 2022 | Benchmarking | —Unverified | 0 |
| A Multi-rater Comparative Study of Automatic Target Localization Methods for Epilepsy Deep Brain Stimulation Procedures | Jan 26, 2022 | Benchmarking | —Unverified | 0 |
| MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning | Jan 26, 2022 | ArticlesBenchmarking | —Unverified | 0 |
| Jointly Learning Knowledge Embedding and Neighborhood Consensus with Relational Knowledge Distillation for Entity Alignment | Jan 25, 2022 | BenchmarkingEntity Alignment | —Unverified | 0 |
| DrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery -- A Focus on Affinity Prediction Problems with Noise Annotations | Jan 24, 2022 | BenchmarkingDrug Discovery | CodeCode Available | 0 |
| Visual Object Tracking on Multi-modal RGB-D Videos: A Review | Jan 23, 2022 | BenchmarkingObject | —Unverified | 0 |
| Out of Distribution Detection on ImageNet-O | Jan 23, 2022 | BenchmarkingOut-of-Distribution Detection | CodeCode Available | 0 |
| Towards Private Learning on Decentralized Graphs with Local Differential Privacy | Jan 23, 2022 | BenchmarkingGraph Learning | —Unverified | 0 |
| AiTLAS: Artificial Intelligence Toolbox for Earth Observation | Jan 21, 2022 | BenchmarkingEarth Observation | CodeCode Available | 2 |
| Individual Treatment Effect Estimation Through Controlled Neural Network Training in Two Stages | Jan 21, 2022 | BenchmarkingRepresentation Learning | —Unverified | 0 |
| A Simple Evolutionary Algorithm for Multi-modal Multi-objective Optimization | Jan 18, 2022 | Benchmarking | —Unverified | 0 |
| High-Level Synthesis Performance Prediction using GNNs: Benchmarking, Modeling, and Advancing | Jan 18, 2022 | BenchmarkingFeature Engineering | —Unverified | 0 |