| Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups | May 20, 2016 | CPUGPU | —Unverified | 0 |
| A Highly Efficient Distributed Deep Learning System For Automatic Speech Recognition | Jul 10, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| HessFormer: Hessians at Foundation Scale | May 16, 2025 | GPU | —Unverified | 0 |
| HEPPO: Hardware-Efficient Proximal Policy Optimization -- A Universal Pipelined Architecture for Generalized Advantage Estimation | Jan 22, 2025 | CPUGPU | —Unverified | 0 |
| Deep Rigid Instance Scene Flow | Apr 18, 2019 | GPURolling Shutter Correction | —Unverified | 0 |
| Automatic Skull Reconstruction by Deep Learnable Symmetry Enforcement | Nov 26, 2024 | GPU | —Unverified | 0 |
| High-order Differentiable Autoencoder for Nonlinear Model Reduction | Feb 19, 2021 | GPUmodel | —Unverified | 0 |
| DeepSperm: A robust and real-time bull sperm-cell detection in densely populated semen videos | Mar 3, 2020 | Cell DetectionData Augmentation | —Unverified | 0 |
| A higher-order MRF based variational model for multiplicative noise reduction | Apr 21, 2014 | GPUImage Restoration | —Unverified | 0 |
| Deep operator network models for predicting post-burn contraction | Nov 21, 2024 | CPUGPU | —Unverified | 0 |
| Optimizing Bayesian Recurrent Neural Networks on an FPGA-based Accelerator | Jun 4, 2021 | GPUTime Series Analysis | —Unverified | 0 |
| High Performance Hyperspectral Image Classification using Graphics Processing Units | May 30, 2021 | ClassificationCPU | —Unverified | 0 |
| Automatic Segmentation of Pulmonary Lobes Using a Progressive Dense V-Network | Feb 18, 2019 | GPUSegmentation | —Unverified | 0 |
| High Performance Scalable FPGA Accelerator for Deep Neural Networks | Aug 29, 2019 | CPUGPU | —Unverified | 0 |
| High-performance Semantic Segmentation Using Very Deep Fully Convolutional Networks | Apr 15, 2016 | GPUImage Segmentation | —Unverified | 0 |
| High Performance Simulation for Scalable Multi-Agent Reinforcement Learning | Jul 8, 2022 | GPUMulti-agent Reinforcement Learning | —Unverified | 0 |
| HEADS-UP: Head-Mounted Egocentric Dataset for Trajectory Prediction in Blind Assistance Systems | Sep 30, 2024 | GPUPrediction | —Unverified | 0 |
| Jointly Optimizing Preprocessing and Inference for DNN-based Visual Analytics | Jul 25, 2020 | CPUGPU | —Unverified | 0 |
| Joint Scene and Object Tracking for Cost-Effective Augmented Reality Assisted Patient Positioning in Radiation Therapy | Oct 5, 2020 | CPUGPU | —Unverified | 0 |
| Deep Tiling: Texture Tile Synthesis Using a Deep Learning Approach | Mar 14, 2021 | Deep LearningGPU | —Unverified | 0 |
| Jorge: Approximate Preconditioning for GPU-efficient Second-order Optimization | Oct 18, 2023 | Computational EfficiencyGPU | —Unverified | 0 |
| Knowledge Distillation of Transformer-based Language Models Revisited | Jun 29, 2022 | GPUKnowledge Distillation | —Unverified | 0 |
| High-Resolution Depth Estimation for 360-degree Panoramas through Perspective and Panoramic Depth Images Registration | Oct 19, 2022 | Depth EstimationGPU | —Unverified | 0 |
| HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning | Mar 9, 2024 | GPUGraph Classification | —Unverified | 0 |
| HD-PiSSA: High-Rank Distributed Orthogonal Adaptation | May 24, 2025 | Code GenerationGPU | —Unverified | 0 |
| DeepNVM++: Cross-Layer Modeling and Optimization Framework of Non-Volatile Memories for Deep Learning | Dec 8, 2020 | GPU | —Unverified | 0 |
| DeepNorm-A Deep Learning Approach to Text Normalization | Dec 17, 2017 | Deep LearningGeneral Classification | —Unverified | 0 |
| High-speed object detection with a single-photon time-of-flight image sensor | Jul 28, 2021 | GPUobject-detection | —Unverified | 0 |
| Automatic registration with continuous pose updates for marker-less surgical navigation in spine surgery | Aug 5, 2023 | AnatomyGPU | —Unverified | 0 |
| HASI: Hardware-Accelerated Stochastic Inference, A Defense Against Adversarial Machine Learning Attacks | Jun 9, 2021 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| High-Speed Ultra-Energy-Efficient Memristor-Based Massive MIMO SIC Detector Circuit with Hybrid Analog-Digital Computing Architecture | Jun 4, 2025 | GPU | —Unverified | 0 |
| Hashing Neural Video Decomposition with Multiplicative Residuals in Space-Time | Sep 25, 2023 | GPUVideo Editing | —Unverified | 0 |
| Deformation Monitoring of Tunnel using Phase-based Motion Magnification and Optical Flow | Jun 15, 2023 | GPUMotion Magnification | —Unverified | 0 |
| High Throughput Training of Deep Surrogates from Large Ensemble Runs | Sep 28, 2023 | GPU | —Unverified | 0 |
| HiMA: A Fast and Scalable History-based Memory Access Engine for Differentiable Neural Computer | Feb 15, 2022 | GPU | —Unverified | 0 |
| HipaccVX: Wedding of OpenVX and DSL-based Code Generation | Aug 26, 2020 | Code GenerationGPU | —Unverified | 0 |
| deepNIR: Datasets for generating synthetic NIR images and improved fruit detection system using deep learning techniques | Mar 17, 2022 | GPUImage Generation | —Unverified | 0 |
| A Training-free Sub-quadratic Cost Transformer Model Serving Framework With Hierarchically Pruned Attention | Jun 14, 2024 | GPUQuestion Answering | —Unverified | 0 |
| HashEvict: A Pre-Attention KV Cache Eviction Strategy using Locality-Sensitive Hashing | Dec 13, 2024 | GPUMultiple-choice | —Unverified | 0 |
| HashAttention: Semantic Sparsity for Faster Inference | Dec 19, 2024 | GPUSemantic Similarity | —Unverified | 0 |
| Deep Neural Patchworks: Coping with Large Segmentation Tasks | Jun 7, 2022 | GPUImage Segmentation | —Unverified | 0 |
| Harnessing Your DRAM and SSD for Sustainable and Accessible LLM Inference with Mixed-Precision and Multi-level Caching | Oct 17, 2024 | GPUQuantization | —Unverified | 0 |
| HNOSeg-XS: Extremely Small Hartley Neural Operator for Efficient and Resolution-Robust 3D Image Segmentation | Jul 10, 2025 | GPUImage Segmentation | —Unverified | 0 |
| Automatic Nonrigid Histological Image Registration with Adaptive Multistep Algorithm | Apr 1, 2019 | GPUImage Registration | —Unverified | 0 |
| Hardware Scaling Trends and Diminishing Returns in Large-Scale Distributed Training | Nov 20, 2024 | GPU | —Unverified | 0 |
| Holistic Decomposition Convolution for Effective Semantic Segmentation of 3D MR Images | Dec 24, 2018 | GPUImage Segmentation | —Unverified | 0 |
| Deep Multi-Branch Aggregation Network for Real-Time Semantic Segmentation in Street Scenes | Mar 8, 2022 | DecoderGPU | —Unverified | 0 |
| Hollowed Net for On-Device Personalization of Text-to-Image Diffusion Models | Nov 2, 2024 | GPU | —Unverified | 0 |
| Holmes: Towards Distributed Training Across Clusters with Heterogeneous NIC Environment | Dec 6, 2023 | GPUScheduling | —Unverified | 0 |
| A High Energy-Efficiency Multi-core Neuromorphic Architecture for Deep SNN Training | Nov 26, 2024 | Federated LearningGPU | —Unverified | 0 |