| Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead | Dec 21, 2020 | Autonomous DrivingBenchmarking | —Unverified | 0 |
| Hardware Accelerator for Multi-Head Attention and Position-Wise Feed-Forward in the Transformer | Sep 18, 2020 | GPUPosition | —Unverified | 0 |
| Identifying Unnecessary 3D Gaussians using Clustering for Fast Rendering of 3D Gaussian Splatting | Feb 21, 2024 | GPUNeRF | —Unverified | 0 |
| IDOL: Instant Photorealistic 3D Human Creation from a Single Image | Dec 19, 2024 | GPU | —Unverified | 0 |
| A Hardware Evaluation Framework for Large Language Model Inference | Dec 5, 2023 | GPULanguage Modeling | —Unverified | 0 |
| IGC: Integrating a Gated Calculator into an LLM to Solve Arithmetic Tasks Reliably and Efficiently | Jan 1, 2025 | GPU | —Unverified | 0 |
| IGOT: Information Gain Optimized Tokenizer on Domain Adaptive Pretraining | May 16, 2024 | Domain AdaptationGPU | —Unverified | 0 |
| Accelerating Sparse Graph Neural Networks with Tensor Core Optimization | Dec 16, 2024 | Computational EfficiencyGPU | —Unverified | 0 |
| Hardware Acceleration of LLMs: A comprehensive survey and comparison | Sep 5, 2024 | GPUSurvey | —Unverified | 0 |
| Illumination and Temperature-Aware Multispectral Networks for Edge-Computing-Enabled Pedestrian Detection | Dec 9, 2021 | Edge-computingGPU | —Unverified | 0 |
| Hardware Acceleration of Lane Detection Algorithm: A GPU Versus FPGA Comparison | Dec 19, 2022 | Autonomous DrivingEdge Detection | —Unverified | 0 |
| Deep Local Video Feature for Action Recognition | Jan 25, 2017 | Action RecognitionGPU | —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 |
| Detecting Small Objects in Thermal Images Using Single-Shot Detector | Aug 25, 2021 | GPUObject | —Unverified | 0 |
| Hardware Acceleration of Fully Quantized BERT for Efficient Natural Language Processing | Mar 4, 2021 | CPUEdge-computing | —Unverified | 0 |
| Automatic Classification of Defective Photovoltaic Module Cells in Electroluminescence Images | Jul 8, 2018 | Anomaly ClassificationGPU | —Unverified | 0 |
| Hardware-Accelerated SAR Simulation with NVIDIA-RTX Technology | May 19, 2020 | CPUGPU | —Unverified | 0 |
| Automated Text Scoring in the Age of Generative AI for the GPU-poor | Jul 2, 2024 | GPU | —Unverified | 0 |
| ImmuNeCS: Neural Committee Search by an Artificial Immune System | Nov 18, 2019 | GPUNeural Architecture Search | —Unverified | 0 |
| Hard Mixtures of Experts for Large Scale Weakly Supervised Vision | Apr 20, 2017 | GPUMixture-of-Experts | —Unverified | 0 |
| Impact of GPU uncertainty on the training of predictive deep neural networks | Sep 3, 2021 | CPUGPU | —Unverified | 0 |
| An Analysis of Collocation on GPUs for Deep Learning Training | Sep 13, 2022 | Deep LearningGPU | —Unverified | 0 |
| Impact of ML Optimization Tactics on Greener Pre-Trained ML Models | Sep 19, 2024 | GPUimage-classification | —Unverified | 0 |
| Automated Root Causing of Cloud Incidents using In-Context Learning with GPT-4 | Jan 24, 2024 | GPUIn-Context Learning | —Unverified | 0 |
| LANA: Latency Aware Network Acceleration | Jul 12, 2021 | CPUGPU | —Unverified | 0 |
| Implementation of Parallel Simplified Swarm Optimization in CUDA | Oct 1, 2021 | GPU | —Unverified | 0 |
| Implementation of Real-Time Automotive SAR Imaging | Jun 16, 2023 | GPU | —Unverified | 0 |
| HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks | Jan 20, 2023 | GPULow-rank compression | —Unverified | 0 |
| Deep Learning to See: Towards New Foundations of Computer Vision | Jun 30, 2022 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Implementing and Benchmarking the Locally Competitive Algorithm on the Loihi 2 Neuromorphic Processor | Jul 25, 2023 | BenchmarkingCPU | —Unverified | 0 |
| Half Search Space is All You Need | May 19, 2025 | AllGPU | —Unverified | 0 |
| Deep Learning on FPGAs: Past, Present, and Future | Feb 13, 2016 | Deep LearningGPU | —Unverified | 0 |
| LASSI: An LLM-based Automated Self-Correcting Pipeline for Translating Parallel Scientific Codes | Jun 30, 2024 | GPU | —Unverified | 0 |
| Impostor Networks for Fast Fine-Grained Recognition | Jun 13, 2018 | GPU | —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 |
| Automated Road Safety: Enhancing Sign and Surface Damage Detection with AI | Jul 22, 2024 | Cloud ComputingGPU | —Unverified | 0 |
| Improved Bilinear Pooling with CNNs | Jul 21, 2017 | GPUQuestion Answering | —Unverified | 0 |
| Improved Branch and Bound for Neural Network Verification via Lagrangian Decomposition | Apr 14, 2021 | Adversarial RobustnessGPU | —Unverified | 0 |
| Improved Image Coding Autoencoder With Deep Learning | Feb 28, 2020 | Deep LearningGPU | —Unverified | 0 |
| Improved Real-Time Monocular SLAM Using Semantic Segmentation on Selective Frames | Apr 30, 2021 | Autonomous DrivingCPU | —Unverified | 0 |
| HAFLO: GPU-Based Acceleration for Federated Logistic Regression | Jul 29, 2021 | Federated LearningGPU | —Unverified | 0 |
| DexPBT: Scaling up Dexterous Manipulation for Hand-Arm Systems with Population Based Training | May 20, 2023 | Deep Reinforcement LearningGPU | —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 |
| Deep Learning Model Deployment in Multiple Cloud Providers: an Exploratory Study Using Low Computing Power Environments | Mar 31, 2025 | CPUGPU | —Unverified | 0 |
| Improving classification accuracy of feedforward neural networks for spiking neuromorphic chips | May 19, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Large-scale GPU-based network analysis of the human T-cell receptor repertoire | Dec 13, 2021 | GPU | —Unverified | 0 |
| Improving energy efficiency and classification accuracy of neuromorphic chips by learning binary synaptic crossbars | May 25, 2016 | General ClassificationGPU | —Unverified | 0 |
| Large-Scale Paralleled Sparse Principal Component Analysis | Dec 21, 2013 | CPUGPU | —Unverified | 0 |
| Automated Quality Control System for Canned Tuna Production using Artificial Vision | Oct 8, 2024 | GPUOptical Character Recognition (OCR) | —Unverified | 0 |