| Adaptive Periodic Averaging: A Practical Approach to Reducing Communication in Distributed Learning | Jul 13, 2020 | GPUimage-classification | —Unverified | 0 | 0 |
| AdaptSR: Low-Rank Adaptation for Efficient and Scalable Real-World Super-Resolution | Mar 10, 2025 | GPUSuper-Resolution | —Unverified | 0 | 0 |
| A Data-Center FPGA Acceleration Platform for Convolutional Neural Networks | Sep 17, 2019 | GPU | —Unverified | 0 | 0 |
| Interpolation-Split: a data-centric deep learning approach with big interpolated data to boost airway segmentation performance | Jul 29, 2023 | Deep LearningEnsemble Learning | —Unverified | 0 | 0 |
| A Data-Driven Approach to Dataflow-Aware Online Scheduling for Graph Neural Network Inference | Nov 25, 2024 | CPUGPU | —Unverified | 0 | 0 |
| Addax: Utilizing Zeroth-Order Gradients to Improve Memory Efficiency and Performance of SGD for Fine-Tuning Language Models | Oct 9, 2024 | GPU | —Unverified | 0 | 0 |
| Addressing Diverging Training Costs using BEVRestore for High-resolution Bird's Eye View Map Construction | May 2, 2024 | Collision AvoidanceGPU | —Unverified | 0 | 0 |
| A Deep Deterministic Policy Gradient-based Strategy for Stocks Portfolio Management | Mar 21, 2021 | GPUManagement | —Unverified | 0 | 0 |
| A Deep Neural Networks ensemble workflow from hyperparameter search to inference leveraging GPU clusters | Aug 30, 2022 | AutoMLGPU | —Unverified | 0 | 0 |
| A Comprehensive Library for Benchmarking Multi-class Visual Anomaly Detection | Jun 5, 2024 | Anomaly DetectionBenchmarking | —Unverified | 0 | 0 |
| A Differentiable Physics Engine for Deep Learning in Robotics | Nov 5, 2016 | CPUDeep Learning | —Unverified | 0 | 0 |
| A Diversified Multi-Start Algorithm for Unconstrained Binary Quadratic Problems Leveraging the Graphics Processor Unit | May 31, 2017 | GPU | —Unverified | 0 | 0 |
| Adjoint sharding for very long context training of state space models | Jan 1, 2025 | GPULarge Language Model | —Unverified | 0 | 0 |
| A DSP-Free Carrier Phase Recovery System using 16-Offset-QAM Laser Forwarded Links for 400Gb/s and Beyond | May 24, 2025 | GPU | —Unverified | 0 | 0 |
| ADS_UNet: A Nested UNet for Histopathology Image Segmentation | Apr 10, 2023 | DecoderGPU | —Unverified | 0 | 0 |
| Advancing Vehicle Plate Recognition: Multitasking Visual Language Models with VehiclePaliGemma | Dec 14, 2024 | GPULicense Plate Recognition | —Unverified | 0 | 0 |
| ADWPNAS: Architecture-Driven Weight Prediction for Neural Architecture Search | Mar 3, 2020 | GPUNeural Architecture Search | —Unverified | 0 | 0 |
| A Dynamic Bayesian Model for Interpretable Decompositions of Market Behaviour | Jan 20, 2020 | GPUPrediction | —Unverified | 0 | 0 |
| DIPR: Efficient Point Cloud Registration via Dynamic Iteration | Dec 5, 2023 | GPUPoint Cloud Registration | —Unverified | 0 | 0 |
| Aerial-NeRF: Adaptive Spatial Partitioning and Sampling for Large-Scale Aerial Rendering | May 10, 2024 | GPUNeRF | —Unverified | 0 | 0 |
| Accelerate Coastal Ocean Circulation Model with AI Surrogate | Oct 19, 2024 | CPUDisaster Response | —Unverified | 0 | 0 |
| A Fast and Accurate Splitting Method for Optimal Transport: Analysis and Implementation | Oct 22, 2021 | GPU | —Unverified | 0 | 0 |
| A feasibility study of deep neural networks for the recognition of banknotes regarding central bank requirements | Jul 18, 2019 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| A Fourier Disparity Layer representation for Light Fields | Jan 21, 2019 | DenoisingGPU | —Unverified | 0 | 0 |
| A Framework for Fast Scalable BNN Inference using Googlenet and Transfer Learning | Jan 4, 2021 | GPUimage-classification | —Unverified | 0 | 0 |
| A Framework for the Volumetric Integration of Depth Images | Oct 3, 2014 | 3D ReconstructionGPU | —Unverified | 0 | 0 |
| AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation | Oct 20, 2021 | DecoderGPU | —Unverified | 0 | 0 |
| A fully automated end-to-end process for fluorescence microscopy images of yeast cells: From segmentation to detection and classification | Apr 6, 2021 | General ClassificationGPU | —Unverified | 0 | 0 |
| A fully end-to-end deep learning approach for real-time simultaneous 3D reconstruction and material recognition | Mar 14, 2017 | 3D ReconstructionGPU | —Unverified | 0 | 0 |
| A General Framework for Constrained Bayesian Optimization using Information-based Search | Nov 30, 2015 | Bayesian OptimizationCPU | —Unverified | 0 | 0 |
| A Generalization of Continuous Relaxation in Structured Pruning | Aug 28, 2023 | Computational EfficiencyGPU | —Unverified | 0 | 0 |
| A General-Purpose Dehazing Algorithm based on Local Contrast Enhancement Approaches | May 31, 2020 | CPUGPU | —Unverified | 0 | 0 |
| Aggregated Channels Network for Real-Time Pedestrian Detection | Jan 1, 2018 | GPUPedestrian Detection | —Unverified | 0 | 0 |
| Aggregating empirical evidence from data strategy studies: a case on model quantization | May 1, 2025 | GPUQuantization | —Unverified | 0 | 0 |
| A GPU-accelerated Algorithm for Distinct Discriminant Canonical Correlation Network | Sep 26, 2022 | CPUGPU | —Unverified | 0 | 0 |
| A GPU-Accelerated Bi-linear ADMM Algorithm for Distributed Sparse Machine Learning | May 25, 2024 | GPUregression | —Unverified | 0 | 0 |
| A GPU-Accelerated Light-field Super-resolution Framework Based on Mixed Noise Model and Weighted Regularization | Jun 9, 2022 | CPUGPU | —Unverified | 0 | 0 |
| A GPU-Accelerated Moving-Horizon Algorithm for Training Deep Classification Trees on Large Datasets | Nov 12, 2023 | GPU | —Unverified | 0 | 0 |
| A GPU-based WFST Decoder with Exact Lattice Generation | Apr 9, 2018 | DecoderGPU | —Unverified | 0 | 0 |
| A GPU Implementation of a Look-Ahead Optimal Controller for Eco-Driving Based on Dynamic Programming | Apr 3, 2021 | energy managementGPU | —Unverified | 0 | 0 |
| A GPU-Oriented Algorithm Design for Secant-Based Dimensionality Reduction | Jul 10, 2018 | Dimensionality ReductionGPU | —Unverified | 0 | 0 |
| A GPU-Outperforming FPGA Accelerator Architecture for Binary Convolutional Neural Networks | Feb 20, 2017 | GPU | —Unverified | 0 | 0 |
| A Hardware Evaluation Framework for Large Language Model Inference | Dec 5, 2023 | GPULanguage Modeling | —Unverified | 0 | 0 |
| A High Energy-Efficiency Multi-core Neuromorphic Architecture for Deep SNN Training | Nov 26, 2024 | Federated LearningGPU | —Unverified | 0 | 0 |
| A higher-order MRF based variational model for multiplicative noise reduction | Apr 21, 2014 | GPUImage Restoration | —Unverified | 0 | 0 |
| A Highly Efficient Distributed Deep Learning System For Automatic Speech Recognition | Jul 10, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| A High-Performance Accelerator for Super-Resolution Processing on Embedded GPU | Mar 16, 2023 | Dictionary LearningGPU | —Unverified | 0 | 0 |
| A High-Throughput Solver for Marginalized Graph Kernels on GPU | Oct 14, 2019 | CPUGPU | —Unverified | 0 | 0 |
| A Hitchhiker's Guide On Distributed Training of Deep Neural Networks | Oct 28, 2018 | Deep LearningGPU | —Unverified | 0 | 0 |
| A HMAX with LLC for visual recognition | Feb 10, 2015 | GPUTransfer Learning | —Unverified | 0 | 0 |