| Real-time Webcam Heart-Rate and Variability Estimation with Clean Ground Truth for Evaluation | Dec 31, 2020 | BenchmarkingHeart Rate Variability | —Unverified | 0 |
| One-Shot Real-to-Sim via End-to-End Differentiable Simulation and Rendering | Nov 29, 2024 | BenchmarkingObject | —Unverified | 0 |
| Real-World Blur Dataset for Learning and Benchmarking Deblurring Algorithms | Aug 1, 2020 | BenchmarkingDeblurring | —Unverified | 0 |
| Real-World fNIRS-Based Brain-Computer Interfaces: Benchmarking Deep Learning and Classical Models in Interactive Gaming | May 15, 2025 | BenchmarkingData Augmentation | —Unverified | 0 |
| Rearrangement: A Challenge for Embodied AI | Nov 3, 2020 | Benchmarking | —Unverified | 0 |
| Reasoning as a Resource: Optimizing Fast and Slow Thinking in Code Generation Models | Jun 11, 2025 | BenchmarkingCode Generation | —Unverified | 0 |
| Re-assessing ImageNet: How aligned is its single-label assumption with its multi-label nature? | Dec 24, 2024 | Benchmarking | —Unverified | 0 |
| RECipe: Does a Multi-Modal Recipe Knowledge Graph Fit a Multi-Purpose Recommendation System? | Aug 8, 2023 | BenchmarkingCollaborative Filtering | —Unverified | 0 |
| Recommendations for Baselines and Benchmarking Approximate Gaussian Processes | Feb 15, 2024 | BenchmarkingGaussian Processes | —Unverified | 0 |
| Reconstructing antibody repertoires from error-prone immunosequencing datasets | Apr 24, 2017 | Benchmarking | —Unverified | 0 |
| Reduced, Reused and Recycled: The Life of a Dataset in Machine Learning Research | Dec 3, 2021 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| Refer to Anything with Vision-Language Prompts | Jun 5, 2025 | BenchmarkingGeneralized Referring Expression Segmentation | —Unverified | 0 |
| Regularization of ML models for Earth systems by using longer model timesteps | Mar 23, 2025 | Benchmarking | —Unverified | 0 |
| Reinforcement Learning Based Handwritten Digit Recognition with Two-State Q-Learning | Jun 28, 2020 | BenchmarkingHandwritten Digit Recognition | —Unverified | 0 |
| Reinforcement Learning with Graph Attention for Routing and Wavelength Assignment with Lightpath Reuse | Feb 20, 2025 | BenchmarkingGraph Attention | —Unverified | 0 |
| Reinforcing Competitive Multi-Agents for Playing So Long Sucker | Nov 17, 2024 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| Relative Afferent Pupillary Defect Screening through Transfer Learning | Aug 6, 2019 | BenchmarkingObject Recognition | —Unverified | 0 |
| Reliable validation of Reinforcement Learning Benchmarks | Mar 2, 2022 | BenchmarkingData Compression | —Unverified | 0 |
| REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models | Jun 9, 2025 | BenchmarkingDecision Making | —Unverified | 0 |
| Removal of Ocular Artifacts in EEG Using Deep Learning | Sep 24, 2022 | BenchmarkingDeep Learning | —Unverified | 0 |
| Removing Multiple Hybrid Adverse Weather in Video via a Unified Model | Mar 8, 2025 | BenchmarkingVideo Restoration | —Unverified | 0 |
| Rephrasing natural text data with different languages and quality levels for Large Language Model pre-training | Oct 28, 2024 | BenchmarkingLanguage Modeling | —Unverified | 0 |
| REPLAB: A Reproducible Low-Cost Arm Benchmark Platform for Robotic Learning | May 17, 2019 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| Reproducible evaluation of classification methods in Alzheimer's disease: framework and application to MRI and PET data | Aug 20, 2018 | BenchmarkingClassification | —Unverified | 0 |
| Repurposing Foundation Model for Generalizable Medical Time Series Classification | Oct 3, 2024 | BenchmarkingDiagnostic | —Unverified | 0 |