| 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 |
| Reradiation and Scattering from a Reconfigurable Intelligent Surface: A General Macroscopic Model | Jul 27, 2021 | Benchmarking | —Unverified | 0 |
| ResBench: Benchmarking LLM-Generated FPGA Designs with Resource Awareness | Mar 11, 2025 | BenchmarkingCode Generation | —Unverified | 0 |
| ResearchArena: Benchmarking LLMs' Ability to Collect and Organize Information as Research Agents | Jun 13, 2024 | BenchmarkingSurvey | —Unverified | 0 |
| ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition | Mar 27, 2025 | Benchmarkingscientific discovery | —Unverified | 0 |
| ResearchCodeAgent: An LLM Multi-Agent System for Automated Codification of Research Methodologies | Apr 28, 2025 | BenchmarkingData Augmentation | —Unverified | 0 |
| ResearchCodeBench: Benchmarking LLMs on Implementing Novel Machine Learning Research Code | Jun 2, 2025 | BenchmarkingCode Generation | —Unverified | 0 |
| Reservoir Computing with a Single Oscillating Gas Bubble: Emphasizing the Chaotic Regime | Mar 25, 2025 | BenchmarkingLearning Theory | —Unverified | 0 |
| Resistive Neural Hardware Accelerators | Sep 8, 2021 | Benchmarking | —Unverified | 0 |
| Resource-efficient Medical Image Analysis with Self-adapting Forward-Forward Networks | Jun 20, 2024 | BenchmarkingMedical Image Analysis | —Unverified | 0 |
| RESPONSE: Benchmarking the Ability of Language Models to Undertake Commonsense Reasoning in Crisis Situation | Mar 14, 2025 | Benchmarking | —Unverified | 0 |
| Restoring Images Captured in Arbitrary Hybrid Adverse Weather Conditions in One Go | May 17, 2023 | BenchmarkingImage Restoration | —Unverified | 0 |
| Rethinking Pareto Frontier for Performance Evaluation of Deep Neural Networks | Feb 18, 2022 | BenchmarkingDeep Learning | —Unverified | 0 |
| Retrieval-Augmented Generation for Service Discovery: Chunking Strategies and Benchmarking | May 25, 2025 | BenchmarkingChunking | —Unverified | 0 |
| Dissecting Multimodality in VideoQA Transformer Models by Impairing Modality Fusion | Jun 15, 2023 | Benchmarkingcounterfactual | —Unverified | 0 |
| Review and experimental benchmarking of machine learning algorithms for efficient optimization of cold atom experiments | Dec 20, 2023 | Benchmarking | —Unverified | 0 |
| Reviewing and Benchmarking Parameter Control Methods in Differential Evolution | Oct 2, 2020 | Benchmarking | —Unverified | 0 |
| Categorization and analysis of 14 computational methods for estimating cell potency from single-cell RNA-seq data | Sep 24, 2023 | Benchmarking | —Unverified | 0 |
| Revisiting Implicit Models: Sparsity Trade-offs Capability in Weight-tied Model for Vision Tasks | Jul 16, 2023 | Benchmarking | —Unverified | 0 |
| Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking | Mar 29, 2018 | BenchmarkingImage Retrieval | —Unverified | 0 |
| Revisiting Safe Exploration in Safe Reinforcement learning | Sep 2, 2024 | Benchmarkingreinforcement-learning | —Unverified | 0 |
| On the Evaluation and Refinement of Vision-Language Instruction Tuning Datasets | Oct 10, 2023 | AllBenchmarking | —Unverified | 0 |
| Rewarding Episodic Visitation Discrepancy for Exploration in Reinforcement Learning | Sep 19, 2022 | Atari GamesBenchmarking | —Unverified | 0 |
| RF Fingerprinting Needs Attention: Multi-task Approach for Real-World WiFi and Bluetooth | Sep 7, 2022 | Benchmarking | —Unverified | 0 |
| Riemannian Geometry for the classification of brain states with intracortical brain-computer interfaces | Apr 7, 2025 | BenchmarkingBrain Computer Interface | —Unverified | 0 |
| Riemannian Self-Attention Mechanism for SPD Networks | Nov 28, 2023 | BenchmarkingRiemannian optimization | —Unverified | 0 |