| Rail-only: A Low-Cost High-Performance Network for Training LLMs with Trillion Parameters | Jul 22, 2023 | AllBlocking | —Unverified | 0 | 0 |
| Optimizing Anchor-based Detectors for Autonomous Driving Scenes | Aug 11, 2022 | Autonomous DrivingGPU | —Unverified | 0 | 0 |
| Optimizing Breast Cancer Detection in Mammograms: A Comprehensive Study of Transfer Learning, Resolution Reduction, and Multi-View Classification | Mar 25, 2025 | Breast Cancer DetectionGPU | —Unverified | 0 | 0 |
| Optimizing Data Collection in Deep Reinforcement Learning | Jul 15, 2022 | CPUDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Optimizing Distributed Training on Frontier for Large Language Models | Dec 20, 2023 | Computational EfficiencyGPU | —Unverified | 0 | 0 |
| Optimizing LLM Queries in Relational Data Analytics Workloads | Mar 9, 2024 | GPU | —Unverified | 0 | 0 |
| Optimizing Memory Efficiency for Deep Convolutional Neural Networks on GPUs | Oct 12, 2016 | Computational EfficiencyGPU | —Unverified | 0 | 0 |
| Optimizing Mixture-of-Experts Inference Time Combining Model Deployment and Communication Scheduling | Oct 22, 2024 | AllGPU | —Unverified | 0 | 0 |
| Optimizing Multi-GPU Parallelization Strategies for Deep Learning Training | Jul 30, 2019 | Deep LearningGPU | —Unverified | 0 | 0 |
| Optimizing the Linear Fascicle Evaluation Algorithm for Multi-Core and Many-Core Systems | May 14, 2019 | CPUGPU | —Unverified | 0 | 0 |
| Optimizing transformer-based machine translation model for single GPU training: a hyperparameter ablation study | Aug 11, 2023 | GPUMachine Translation | —Unverified | 0 | 0 |
| Optimizing VarLiNGAM for Scalable and Efficient Time Series Causal Discovery | Sep 9, 2024 | Causal DiscoveryGPU | —Unverified | 0 | 0 |
| Optimus: Accelerating Large-Scale Multi-Modal LLM Training by Bubble Exploitation | Aug 7, 2024 | GPUQuestion Answering | —Unverified | 0 | 0 |
| Optimus-CC: Efficient Large NLP Model Training with 3D Parallelism Aware Communication Compression | Jan 24, 2023 | GPU | —Unverified | 0 | 0 |
| Orchestrate Multimodal Data with Batch Post-Balancing to Accelerate Multimodal Large Language Model Training | Mar 31, 2025 | GPULanguage Modeling | —Unverified | 0 | 0 |
| Order-sensitive Neural Constituency Parsing | Nov 1, 2022 | Constituency ParsingDecoder | —Unverified | 0 | 0 |
| Orders-of-magnitude speedup in atmospheric chemistry modeling through neural network-based emulation | Aug 11, 2018 | GPUMulti-target regression | —Unverified | 0 | 0 |
| Organ Segmentation From Full-size CT Images Using Memory-Efficient FCN | Mar 24, 2020 | Computed Tomography (CT)GPU | —Unverified | 0 | 0 |
| ORIGAMI: A Heterogeneous Split Architecture for In-Memory Acceleration of Learning | Dec 30, 2018 | GPU | —Unverified | 0 | 0 |
| ORStereo: Occlusion-Aware Recurrent Stereo Matching for 4K-Resolution Images | Mar 13, 2021 | 4kGPU | —Unverified | 0 | 0 |
| Orthus: Autoregressive Interleaved Image-Text Generation with Modality-Specific Heads | Nov 28, 2024 | GPULanguage Modeling | —Unverified | 0 | 0 |
| OSSID: Online Self-Supervised Instance Detection by (and for) Pose Estimation | Jan 18, 2022 | GPUObject | —Unverified | 0 | 0 |
| One-shot Ultra-high-Resolution Generative Adversarial Network That Synthesizes 16K Images On A Single GPU | Feb 28, 2022 | 16k4k | —Unverified | 0 | 0 |
| OuroMamba: A Data-Free Quantization Framework for Vision Mamba Models | Mar 13, 2025 | channel selectionContrastive Learning | —Unverified | 0 | 0 |
| OUTCOMES: Rapid Under-sampling Optimization achieves up to 50% improvements in reconstruction accuracy for multi-contrast MRI sequences | Mar 8, 2021 | compressed sensingGPU | —Unverified | 0 | 0 |