| Inverse Rendering for Complex Indoor Scenes: Shape, Spatially-Varying Lighting and SVBRDF from a Single Image | May 7, 2019 | GPUInverse Rendering | CodeCode Available | 0 | 5 |
| Concurrent Alternating Least Squares for multiple simultaneous Canonical Polyadic Decompositions | Oct 9, 2020 | GPU | CodeCode Available | 0 | 5 |
| Impacts of floating-point non-associativity on reproducibility for HPC and deep learning applications | Aug 9, 2024 | Deep LearningGPU | CodeCode Available | 0 | 5 |
| A Runtime-Adaptive Transformer Neural Network Accelerator on FPGAs | Nov 27, 2024 | Computational EfficiencyCPU | CodeCode Available | 0 | 5 |
| Implementation and Analysis of GPU Algorithms for Vecchia Approximation | Jul 3, 2024 | Gaussian ProcessesGPU | CodeCode Available | 0 | 5 |
| FDF: Flexible Decoupled Framework for Time Series Forecasting with Conditional Denoising and Polynomial Modeling | Oct 17, 2024 | Decision MakingDenoising | CodeCode Available | 0 | 5 |
| A Distributed Synchronous SGD Algorithm with Global Top-k Sparsification for Low Bandwidth Networks | Jan 14, 2019 | GPU | CodeCode Available | 0 | 5 |
| Image Smoothing via Unsupervised Learning | Nov 7, 2018 | GPUImage Manipulation | CodeCode Available | 0 | 5 |
| ImageNet Training in Minutes | Sep 14, 2017 | 16kGPU | CodeCode Available | 0 | 5 |
| Implementing a GPU-based parallel MAX-MIN Ant System | Jan 18, 2020 | Combinatorial OptimizationCPU | CodeCode Available | 0 | 5 |
| Computron: Serving Distributed Deep Learning Models with Model Parallel Swapping | Jun 24, 2023 | CPUDeep Learning | CodeCode Available | 0 | 5 |
| Multi-scale Processing of Noisy Images using Edge Preservation Losses | Mar 26, 2018 | DenoisingEdge Detection | CodeCode Available | 0 | 5 |
| Image Classification with CondenseNeXt for ARM-Based Computing Platforms | Jun 26, 2021 | Autonomous DrivingClassification | CodeCode Available | 0 | 5 |
| AutoGMap: Learning to Map Large-scale Sparse Graphs on Memristive Crossbars | Nov 15, 2021 | CPUDecision Making | CodeCode Available | 0 | 5 |
| Fast YOLO: A Fast You Only Look Once System for Real-time Embedded Object Detection in Video | Sep 18, 2017 | GPUObject | CodeCode Available | 0 | 5 |
| Optimized Parallelization of Boundary Integral Poisson-Boltzmann Solvers | Nov 30, 2023 | CPUGPU | CodeCode Available | 0 | 5 |
| ImageNet Classification with Deep Convolutional Neural Networks | Dec 1, 2012 | General ClassificationGPU | CodeCode Available | 0 | 5 |
| Fast Visual Object Tracking with Rotated Bounding Boxes | Jul 8, 2019 | GPUObject | CodeCode Available | 0 | 5 |
| Hyper-parameter Tuning for Adversarially Robust Models | Apr 5, 2023 | Adversarial RobustnessGPU | CodeCode Available | 0 | 5 |
| Array Languages Make Neural Networks Fast | Dec 11, 2019 | BIG-bench Machine LearningGPU | CodeCode Available | 0 | 5 |
| HyP-DESPOT: A Hybrid Parallel Algorithm for Online Planning under Uncertainty | Feb 17, 2018 | Computational EfficiencyCPU | CodeCode Available | 0 | 5 |
| Universal Background Subtraction based on Arithmetic Distribution Neural Network | Apr 16, 2021 | GPU | CodeCode Available | 0 | 5 |
| Graph Retention Networks for Dynamic Graphs | Nov 18, 2024 | GPUGraph Learning | CodeCode Available | 0 | 5 |
| A Distributed Data-Parallel PyTorch Implementation of the Distributed Shampoo Optimizer for Training Neural Networks At-Scale | Sep 12, 2023 | GPUStochastic Optimization | CodeCode Available | 0 | 5 |
| Human-Level Control without Server-Grade Hardware | Nov 1, 2021 | Cloud ComputingCPU | CodeCode Available | 0 | 5 |
