| Bayesian Neural Ordinary Differential Equations | Dec 14, 2020 | Bayesian InferenceBIG-bench Machine Learning | —Unverified | 0 |
| A Light CNN for detecting COVID-19 from CT scans of the chest | Apr 24, 2020 | General ClassificationGPU | —Unverified | 0 |
| Diagonal Memory Optimisation for Machine Learning on Micro-controllers | Oct 4, 2020 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| 2.5D Deep Learning for CT Image Reconstruction using a Multi-GPU implementation | Dec 20, 2018 | DenoisingGPU | —Unverified | 0 |
| 10,000 km Straight-line Transmission using a Real-time Software-defined GPU-Based Receiver | Apr 8, 2021 | GPUVideo Prediction | —Unverified | 0 |
| Diagnostic data integration using deep neural networks for real-time plasma analysis | Oct 28, 2020 | Data IntegrationDiagnostic | —Unverified | 0 |
| Batch Size Influence on Performance of Graphic and Tensor Processing Units during Training and Inference Phases | Dec 31, 2018 | GPU | —Unverified | 0 |
| DHIL-GT: Scalable Graph Transformer with Decoupled Hierarchy Labeling | Dec 6, 2024 | GPU | —Unverified | 0 |
| DG-RePlAce: A Dataflow-Driven GPU-Accelerated Analytical Global Placement Framework for Machine Learning Accelerators | Mar 16, 2024 | GPU | —Unverified | 0 |
| Algorithms for Hyper-Parameter Optimization | Dec 1, 2011 | GPUimage-classification | —Unverified | 0 |
| Improved Alignment of Modalities in Large Vision Language Models | Mar 25, 2025 | GPUImage Captioning | —Unverified | 0 |
| Improved Image Coding Autoencoder With Deep Learning | Feb 28, 2020 | Deep LearningGPU | —Unverified | 0 |
| Improving feature interactions at Pinterest under industry constraints | Dec 2, 2024 | GPURecommendation Systems | —Unverified | 0 |
| Incorporating the ChEES Criterion into Sequential Monte Carlo Samplers | Apr 3, 2025 | Bayesian InferenceGPU | —Unverified | 0 |
| DGOcc: Depth-aware Global Query-based Network for Monocular 3D Occupancy Prediction | Apr 10, 2025 | GPUPrediction | —Unverified | 0 |
| Algorithmic Performance-Accuracy Trade-off in 3D Vision Applications Using HyperMapper | Feb 2, 2017 | Active LearningGPU | —Unverified | 0 |
| DFX: A Low-latency Multi-FPGA Appliance for Accelerating Transformer-based Text Generation | Sep 22, 2022 | GPULanguage Modelling | —Unverified | 0 |
| Batch Normalization Sampling | Oct 25, 2018 | Computational EfficiencyGPU | —Unverified | 0 |
| ALERT: Accurate Learning for Energy and Timeliness | Oct 31, 2019 | CPUGPU | —Unverified | 0 |
| DFSSATTEN: Dynamic Fine-grained Structured Sparse Attention Mechanism | Sep 29, 2021 | GPU | —Unverified | 0 |
| DF-SLAM: A Deep-Learning Enhanced Visual SLAM System based on Deep Local Features | Jan 22, 2019 | GPUSimultaneous Localization and Mapping | —Unverified | 0 |
| Batch Monte Carlo Tree Search | Apr 9, 2021 | Game of GoGPU | —Unverified | 0 |
| Batch-Max: Higher LLM Throughput using Larger Batch Sizes and KV Cache Compression | Dec 7, 2024 | GPU | —Unverified | 0 |
| Implementation of the Principal Component Analysis onto High-Performance Computer Facilities for Hyperspectral Dimensionality Reduction: Results and Comparisons | Mar 27, 2024 | Dimensionality ReductionGPU | —Unverified | 0 |
| Implementing and Benchmarking the Locally Competitive Algorithm on the Loihi 2 Neuromorphic Processor | Jul 25, 2023 | BenchmarkingCPU | —Unverified | 0 |
| BatchLLM: Optimizing Large Batched LLM Inference with Global Prefix Sharing and Throughput-oriented Token Batching | Nov 29, 2024 | GPUManagement | —Unverified | 0 |
| DexPBT: Scaling up Dexterous Manipulation for Hand-Arm Systems with Population Based Training | May 20, 2023 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| DeViT: Decomposing Vision Transformers for Collaborative Inference in Edge Devices | Sep 10, 2023 | Collaborative InferenceGPU | —Unverified | 0 |
| A Length Adaptive Algorithm-Hardware Co-design of Transformer on FPGA Through Sparse Attention and Dynamic Pipelining | Aug 7, 2022 | CPUGPU | —Unverified | 0 |
| AccelGen: Heterogeneous SLO-Guaranteed High-Throughput LLM Inference Serving for Diverse Applications | Mar 17, 2025 | ChunkingGPU | —Unverified | 0 |
| DevelSet: Deep Neural Level Set for Instant Mask Optimization | Mar 18, 2023 | GPU | —Unverified | 0 |
| Batch Group Normalization | Dec 4, 2020 | Domain AdaptationFew-Shot Learning | —Unverified | 0 |
| Development and Application of a Monte Carlo Tree Search Algorithm for Simulating Da Vinci Code Game Strategies | Mar 15, 2024 | CPUDecision Making | —Unverified | 0 |
| Developing RNN-T Models Surpassing High-Performance Hybrid Models with Customization Capability | Jul 30, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| BatchGNN: Efficient CPU-Based Distributed GNN Training on Very Large Graphs | Jun 23, 2023 | CPUGPU | —Unverified | 0 |
| Multimodal Cinematic Video Synthesis Using Text-to-Image and Audio Generation Models | Apr 6, 2025 | Audio GenerationGPU | —Unverified | 0 |
| Developing a Compressed Object Detection Model based on YOLOv4 for Deployment on Embedded GPU Platform of Autonomous System | Aug 1, 2021 | GPUObject | —Unverified | 0 |
| Batch-FPM: Random batch-update multi-parameter physical Fourier ptychography neural network | Aug 25, 2024 | Computational EfficiencyGPU | —Unverified | 0 |
| Determining Layer-wise Sparsity for Large Language Models Through a Theoretical Perspective | Feb 20, 2025 | CPUGPU | —Unverified | 0 |
| BASS: Batched Attention-optimized Speculative Sampling | Apr 24, 2024 | GPUHumanEval | —Unverified | 0 |
| Towards Device Efficient Conditional Image Generation | Mar 19, 2022 | Conditional Image GenerationCPU | —Unverified | 0 |
| Detection of Gravitational Waves Using Bayesian Neural Networks | Jul 8, 2020 | GPU | —Unverified | 0 |
| Detection of Children Abuse by Voice and Audio Classification by Short-Time Fourier Transform Machine Learning implemented on Nvidia Edge GPU device | Jul 27, 2023 | Abuse DetectionAudio Classification | —Unverified | 0 |
| Detection of Alzheimers Disease from MRI using Convolutional Neural Network with Tensorflow | Jun 26, 2018 | GPU | —Unverified | 0 |
| BaPipe: Exploration of Balanced Pipeline Parallelism for DNN Training | Dec 23, 2020 | GPU | —Unverified | 0 |
| Implementation of Parallel Simplified Swarm Optimization in CUDA | Oct 1, 2021 | GPU | —Unverified | 0 |
| Detecting Small Objects in Thermal Images Using Single-Shot Detector | Aug 25, 2021 | GPUObject | —Unverified | 0 |
| Detecting AI-Generated Images via CLIP | Apr 12, 2024 | GPU | —Unverified | 0 |
| Band-limited Training and Inference for Convolutional Neural Networks | Nov 21, 2019 | GPU | —Unverified | 0 |
| Design Space Exploration of Hardware Spiking Neurons for Embedded Artificial Intelligence | Oct 1, 2019 | CPUGPU | —Unverified | 0 |