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| PocketNet: A Smaller Neural Network for Medical Image Analysis | Apr 21, 2021 | Deep LearningGPU | CodeCode Available | 0 |
| JExplore: Design Space Exploration Tool for Nvidia Jetson Boards | Feb 16, 2025 | BenchmarkingGPU | CodeCode Available | 0 |
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| JAX MD: End-to-End Differentiable, Hardware Accelerated, Molecular Dynamics in Pure Python | Sep 25, 2019 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning | Jul 1, 2017 | Deep Reinforcement LearningGPU | CodeCode Available | 0 |
| Jamba: A Hybrid Transformer-Mamba Language Model | Mar 28, 2024 | GPULanguage Modeling | CodeCode Available | 0 |
| PointSeg: Real-Time Semantic Segmentation Based on 3D LiDAR Point Cloud | Jul 17, 2018 | 3D Object DetectionAutonomous Driving | CodeCode Available | 0 |
| Point-Voxel CNN for Efficient 3D Deep Learning | Jul 8, 2019 | 3D Object Detection3D Semantic Segmentation | CodeCode Available | 0 |
| An O(N) Sorting Algorithm: Machine Learning Sort | May 11, 2018 | BIG-bench Machine LearningGPU | CodeCode Available | 0 |
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| Polar Sparsity: High Throughput Batched LLM Inferencing with Scalable Contextual Sparsity | May 20, 2025 | GPULarge Language Model | CodeCode Available | 0 |
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| IVUS-Net: An Intravascular Ultrasound Segmentation Network | Jun 10, 2018 | 3D ReconstructionGPU | CodeCode Available | 0 |
| Polynomial Time Cryptanalytic Extraction of Neural Network Models | Oct 12, 2023 | GPU | CodeCode Available | 0 |
| BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs | Jul 11, 2019 | Face DetectionGPU | CodeCode Available | 0 |
| IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet | Nov 19, 2018 | GPUMedical Image Segmentation | CodeCode Available | 0 |
| vDNN: Virtualized Deep Neural Networks for Scalable, Memory-Efficient Neural Network Design | Feb 25, 2016 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| Porous Lattice-based Transformer Encoder for Chinese NER | Nov 7, 2019 | Chinese Named Entity RecognitionGPU | CodeCode Available | 0 |
| Vector and Line Quantization for Billion-scale Similarity Search on GPUs | Jan 2, 2019 | CPUGPU | CodeCode Available | 0 |
| Biomedical Named Entity Recognition at Scale | Nov 12, 2020 | De-identificationEntity Resolution | CodeCode Available | 0 |
| Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization | Dec 4, 2017 | Fine-Grained Image ClassificationFine-Grained Image Recognition | CodeCode Available | 0 |
| Is Feature Diversity Necessary in Neural Network Initialization? | Dec 11, 2019 | DiversityGPU | CodeCode Available | 0 |
| BindsNET: A machine learning-oriented spiking neural networks library in Python | Jun 4, 2018 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| Post-Data Augmentation to Improve Deep Pose Estimation of Extreme and Wild Motions | Feb 12, 2019 | Data AugmentationGPU | CodeCode Available | 0 |
| Binarized Neural Networks | Feb 8, 2016 | GPU | CodeCode Available | 0 |
| IS-DARTS: Stabilizing DARTS through Precise Measurement on Candidate Importance | Dec 19, 2023 | GPUNeural Architecture Search | CodeCode Available | 0 |
| Post-Training Network Compression for 3D Medical Image Segmentation: Reducing Computational Efforts via Tucker Decomposition | Apr 15, 2024 | Computational EfficiencyGPU | CodeCode Available | 0 |
| A Cross-Residual Learning for Image Recognition | Nov 22, 2022 | GPU | CodeCode Available | 0 |
| When NAS Meets Trees: An Efficient Algorithm for Neural Architecture Search | Apr 11, 2022 | GPUNeural Architecture Search | CodeCode Available | 0 |
| Power- and Fragmentation-aware Online Scheduling for GPU Datacenters | Dec 23, 2024 | CPUGPU | CodeCode Available | 0 |
| Detection-Tracking for Efficient Person Analysis: The DetTA Pipeline | Apr 26, 2018 | AttributeGPU | CodeCode Available | 0 |
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| PPDM: Parallel Point Detection and Matching for Real-time Human-Object Interaction Detection | Dec 30, 2019 | GPUHuman-Object Interaction Detection | CodeCode Available | 0 |
| IntervalMDP.jl: Accelerated Value Iteration for Interval Markov Decision Processes | Jan 8, 2024 | CPUGPU | CodeCode Available | 0 |
| DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms in Vision Transformers | Feb 4, 2024 | Adversarial AttackGPU | CodeCode Available | 0 |
| Practical Aspects on Solving Differential Equations Using Deep Learning: A Primer | Aug 21, 2024 | Deep LearningGPU | CodeCode Available | 0 |
| Towards Label-Efficient Human Matting: A Simple Baseline for Weakly Semi-Supervised Trimap-Free Human Matting | Apr 1, 2024 | Domain GeneralizationGPU | CodeCode Available | 0 |
| Practical offloading for fine-tuning LLM on commodity GPU via learned sparse projectors | Jun 14, 2024 | CPUGPU | CodeCode Available | 0 |
| Interpretable Vertebral Fracture Quantification via Anchor-Free Landmarks Localization | Apr 14, 2022 | Computed Tomography (CT)GPU | CodeCode Available | 0 |
| SpectralKAN: Kolmogorov-Arnold Network for Hyperspectral Images Change Detection | Jul 1, 2024 | Change DetectionComputational Efficiency | CodeCode Available | 0 |
| Bilinear CNNs for Fine-grained Visual Recognition | Apr 29, 2015 | Fine-Grained Image ClassificationFine-Grained Visual Recognition | CodeCode Available | 0 |
| Instant Photorealistic Neural Radiance Fields Stylization | Mar 29, 2023 | GPUImage Generation | CodeCode Available | 0 |
| Vector quantization loss analysis in VQGANs: a single-GPU ablation study for image-to-image synthesis | Aug 9, 2023 | GPUImage Generation | CodeCode Available | 0 |
| Design of a Quality Management System based on the EU Artificial Intelligence Act | Aug 8, 2024 | Document AIGPU | CodeCode Available | 0 |
| Predicting Surface Texture in Steel Manufacturing at Speed | Jan 20, 2023 | GPU | CodeCode Available | 0 |
| Descriptor and Word Soups: Overcoming the Parameter Efficiency Accuracy Tradeoff for Out-of-Distribution Few-shot Learning | Nov 21, 2023 | Domain GeneralizationFew-Shot Learning | CodeCode Available | 0 |
| Depth-Based Selective Blurring in Stereo Images Using Accelerated Framework | Jan 21, 2020 | CPUDisparity Estimation | CodeCode Available | 0 |