| Accelerating Neural Network Training with Distributed Asynchronous and Selective Optimization (DASO) | Apr 12, 2021 | BlockingGPU | —Unverified | 0 | 0 |
| Accelerating Outlier-robust Rotation Estimation by Stereographic Projection | Feb 10, 2025 | GPU | —Unverified | 0 | 0 |
| Accelerating Recommender Model Training by Dynamically Skipping Stale Embeddings | Mar 22, 2024 | CPUGPU | —Unverified | 0 | 0 |
| Accelerating recurrent neural network training using sequence bucketing and multi-GPU data parallelization | Aug 18, 2017 | GPUHandwriting Recognition | —Unverified | 0 | 0 |
| Accelerating recurrent neural network language model based online speech recognition system | Jan 30, 2018 | CPUGPU | —Unverified | 0 | 0 |
| Accelerating Sparse Graph Neural Networks with Tensor Core Optimization | Dec 16, 2024 | Computational EfficiencyGPU | —Unverified | 0 | 0 |
| Accelerating Sparse Matrix Operations in Neural Networks on Graphics Processing Units | Jul 1, 2019 | GPU | —Unverified | 0 | 0 |
| Accelerating SpMM Kernel with Cache-First Edge Sampling for Graph Neural Networks | Apr 21, 2021 | GPU | —Unverified | 0 | 0 |
| Accelerating Transducers through Adjacent Token Merging | Jun 28, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| AccelGen: Heterogeneous SLO-Guaranteed High-Throughput LLM Inference Serving for Diverse Applications | Mar 17, 2025 | ChunkingGPU | —Unverified | 0 | 0 |
| AccUDNN: A GPU Memory Efficient Accelerator for Training Ultra-deep Neural Networks | Jan 21, 2019 | GPU | —Unverified | 0 | 0 |
| Accurate Detection of Mediastinal Lesions with nnDetection | Mar 20, 2023 | GPUMedical Object Detection | —Unverified | 0 | 0 |
| Accurate GPU Memory Prediction for Deep Learning Jobs through Dynamic Analysis | Apr 4, 2025 | CPUGPU | —Unverified | 0 | 0 |
| Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA | Jan 4, 2023 | CPUGPU | —Unverified | 0 | 0 |
| Achieving High Throughput with a Trainable Neural-Network-Based Equalizer for Communications on FPGA | Jul 3, 2024 | GPU | —Unverified | 0 | 0 |
| Real-Time Execution of Large-scale Language Models on Mobile | Sep 15, 2020 | CPUEdge-computing | —Unverified | 0 | 0 |
| AC-Mix: Self-Supervised Adaptation for Low-Resource Automatic Speech Recognition using Agnostic Contrastive Mixup | Oct 18, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| A CNN Accelerator on FPGA Using Depthwise Separable Convolution | Sep 3, 2018 | CPUGPU | —Unverified | 0 | 0 |
| A Codesign of Scheduling and Parallelization for Large Model Training in Heterogeneous Clusters | Mar 24, 2024 | GPUScheduling | —Unverified | 0 | 0 |
| A Comparative Study of Algorithms for Realtime Panoramic Video Blending | Jun 1, 2016 | CPUGPU | —Unverified | 0 | 0 |
| A Comparison of Deep Learning Models for the Prediction of Hand Hygiene Videos | Nov 3, 2021 | GPU | —Unverified | 0 | 0 |
| A Comparison of Embedded Deep Learning Methods for Person Detection | Dec 9, 2018 | Deep LearningGPU | —Unverified | 0 | 0 |
| A comparison of Vietnamese Statistical Parametric Speech Synthesis Systems | May 26, 2020 | GPUSpeech Synthesis | —Unverified | 0 | 0 |
| A Comprehensive Analytical Survey on Unsupervised and Semi-Supervised Graph Representation Learning Methods | Dec 20, 2021 | ClusteringCPU | —Unverified | 0 | 0 |
| A Comprehensive Review of Computer Vision in Sports: Open Issues, Future Trends and Research Directions | Mar 3, 2022 | GPU | —Unverified | 0 | 0 |
| A Comprehensive Survey of Dynamic Graph Neural Networks: Models, Frameworks, Benchmarks, Experiments and Challenges | May 1, 2024 | GPU | —Unverified | 0 | 0 |
| A Computer Vision-Based Approach for Driver Distraction Recognition using Deep Learning and Genetic Algorithm Based Ensemble | Jul 28, 2021 | GPU | —Unverified | 0 | 0 |
| A Tale of Two Efficient and Informative Negative Sampling Distributions | Dec 31, 2020 | CPUGPU | —Unverified | 0 | 0 |
| A Converting Autoencoder Toward Low-latency and Energy-efficient DNN Inference at the Edge | Mar 11, 2024 | GPUimage-classification | —Unverified | 0 | 0 |
| A Convolutional Neural Network Cascade for Face Detection | Jun 1, 2015 | CPUFace Detection | —Unverified | 0 | 0 |
| A Cost-Aware Approach to Adversarial Robustness in Neural Networks | Sep 11, 2024 | Adversarial RobustnessGPU | —Unverified | 0 | 0 |
| ACRoBat: Optimizing Auto-batching of Dynamic Deep Learning at Compile Time | May 17, 2023 | Code GenerationDeep Learning | —Unverified | 0 | 0 |
| Across-Task Neural Architecture Search via Meta Learning | Oct 12, 2021 | Evolutionary AlgorithmsGPU | —Unverified | 0 | 0 |
| Activation-aware Probe-Query: Effective Key-Value Retrieval for Long-Context LLMs Inference | Feb 19, 2025 | GPURetrieval | —Unverified | 0 | 0 |
| Active Disruption Avoidance and Trajectory Design for Tokamak Ramp-downs with Neural Differential Equations and Reinforcement Learning | Feb 14, 2024 | GPU | —Unverified | 0 | 0 |
| Activity recognition from videos with parallel hypergraph matching on GPUs | May 4, 2015 | Activity RecognitionGPU | —Unverified | 0 | 0 |
| ActNAS : Generating Efficient YOLO Models using Activation NAS | Oct 11, 2024 | CPUGPU | —Unverified | 0 | 0 |
| Ada3D : Exploiting the Spatial Redundancy with Adaptive Inference for Efficient 3D Object Detection | Jul 17, 2023 | 3D Object DetectionAutonomous Driving | —Unverified | 0 | 0 |
| AdaCM^2: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction | Nov 19, 2024 | GPUQuestion Answering | —Unverified | 0 | 0 |
| AdaCM^2: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction | Jan 1, 2025 | GPUQuestion Answering | —Unverified | 0 | 0 |
| AdaCM: Adaptive ColorMLP for Real-Time Universal Photo-realistic Style Transfer | Dec 3, 2022 | 4kGPU | —Unverified | 0 | 0 |
| Adam Accumulation to Reduce Memory Footprints of both Activations and Gradients for Large-scale DNN Training | May 31, 2023 | GPU | —Unverified | 0 | 0 |
| Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design | Sep 20, 2022 | CPUGPU | —Unverified | 0 | 0 |
| Adapted Pepper | Sep 8, 2020 | GPUobject-detection | —Unverified | 0 | 0 |
| Adapting U-Net for linear elastic stress estimation in polycrystal Zr microstructures | Mar 15, 2023 | CPUGPU | —Unverified | 0 | 0 |
| Adapting Vision Foundation Models for Real-time Ultrasound Image Segmentation | Mar 31, 2025 | GPUImage Segmentation | —Unverified | 0 | 0 |
| Adaptive Graph Capsule Convolutional Networks | Sep 29, 2021 | GPUReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Adaptive Multi-NeRF: Exploit Efficient Parallelism in Adaptive Multiple Scale Neural Radiance Field Rendering | Oct 3, 2023 | GPUNeRF | —Unverified | 0 | 0 |
| AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments | Mar 13, 2023 | GPUvalid | —Unverified | 0 | 0 |
| Adaptive Neural Network-Based Approximation to Accelerate Eulerian Fluid Simulation | Aug 26, 2020 | GPU | —Unverified | 0 | 0 |