| Provably Bounding Neural Network Preimages | Feb 2, 2023 | Adversarial RobustnessGPU | CodeCode Available | 0 |
| 3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes | Nov 23, 2017 | GPULesion Detection | CodeCode Available | 0 |
| A Comprehensive Summarization and Evaluation of Feature Refinement Modules for CTR Prediction | Nov 8, 2023 | BenchmarkingClick-Through Rate Prediction | CodeCode Available | 0 |
| Improve Machine Learning carbon footprint using Nvidia GPU and Mixed Precision training for classification models -- Part I | Sep 12, 2024 | BenchmarkingCPU | CodeCode Available | 0 |
| A Comprehensive Evaluation of Parameter-Efficient Fine-Tuning on Software Engineering Tasks | Dec 25, 2023 | GPUparameter-efficient fine-tuning | CodeCode Available | 0 |
| DeepShift: Towards Multiplication-Less Neural Networks | May 30, 2019 | Edge-computingGPU | CodeCode Available | 0 |
| Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction | Jul 4, 2021 | Atari GamesGPU | CodeCode Available | 0 |
| PruneTrain: Fast Neural Network Training by Dynamic Sparse Model Reconfiguration | Jan 26, 2019 | GPU | CodeCode Available | 0 |
| Deep Semantic Role Labeling with Self-Attention | Dec 5, 2017 | GPUNatural Language Understanding | CodeCode Available | 0 |
| Implementing a GPU-based parallel MAX-MIN Ant System | Jan 18, 2020 | Combinatorial OptimizationCPU | CodeCode Available | 0 |
| Implementation and Analysis of GPU Algorithms for Vecchia Approximation | Jul 3, 2024 | Gaussian ProcessesGPU | CodeCode Available | 0 |
| Pulse shape discrimination based on the Tempotron: a powerful classifier on GPU | May 26, 2023 | CPUGPU | CodeCode Available | 0 |
| Impacts of floating-point non-associativity on reproducibility for HPC and deep learning applications | Aug 9, 2024 | Deep LearningGPU | CodeCode Available | 0 |
| YOLOX-PAI: An Improved YOLOX, Stronger and Faster than YOLOv6 | Aug 27, 2022 | GPUobject-detection | CodeCode Available | 0 |
| Deep Optimizer States: Towards Scalable Training of Transformer Models Using Interleaved Offloading | Oct 26, 2024 | CPUGPU | CodeCode Available | 0 |
| You Only Cache Once: Decoder-Decoder Architectures for Language Models | May 8, 2024 | DecoderGPU | CodeCode Available | 0 |
| Image Smoothing via Unsupervised Learning | Nov 7, 2018 | GPUImage Manipulation | CodeCode Available | 0 |
| Pushing the Performance Envelope of DNN-based Recommendation Systems Inference on GPUs | Oct 29, 2024 | GPURecommendation Systems | CodeCode Available | 0 |
| Push: Concurrent Probabilistic Programming for Bayesian Deep Learning | Jun 10, 2023 | Bayesian InferenceDeep Learning | CodeCode Available | 0 |
| SpykeTorch: Efficient Simulation of Convolutional Spiking Neural Networks with at most one Spike per Neuron | Mar 6, 2019 | GPU | CodeCode Available | 0 |
| PVANET: Deep but Lightweight Neural Networks for Real-time Object Detection | Aug 29, 2016 | CPUGeneral Classification | CodeCode Available | 0 |
| PVR: Patch-to-Volume Reconstruction for Large Area Motion Correction of Fetal MRI | Nov 22, 2016 | GPUMotion Compensation | CodeCode Available | 0 |
| ImageNet Training in Minutes | Sep 14, 2017 | 16kGPU | CodeCode Available | 0 |
| ImageNet Classification with Deep Convolutional Neural Networks | Dec 1, 2012 | General ClassificationGPU | CodeCode Available | 0 |
| DeepOHeat-v1: Efficient Operator Learning for Fast and Trustworthy Thermal Simulation and Optimization in 3D-IC Design | Apr 4, 2025 | GPUKolmogorov-Arnold Networks | CodeCode Available | 0 |
