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| Graph Neural Network with Local Frame for Molecular Potential Energy Surface | Aug 1, 2022 | GPUGraph Neural Network | CodeCode Available | 0 |
| Re2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action Localization | Jan 1, 2023 | Action LocalizationGPU | CodeCode Available | 0 |
| Read, Highlight and Summarize: A Hierarchical Neural Semantic Encoder-based Approach | Oct 8, 2019 | Abstractive Text SummarizationGPU | CodeCode Available | 0 |
| deepCR: Cosmic Ray Rejection with Deep Learning | Jul 22, 2019 | BenchmarkingCPU | CodeCode Available | 0 |
| GraphFM: A Comprehensive Benchmark for Graph Foundation Model | Jun 12, 2024 | GPUGraph Neural Network | CodeCode Available | 0 |
| Anchor Space Optimal Transport as a Fast Solution to Multiple Optimal Transport Problems | Oct 24, 2023 | GPU | CodeCode Available | 0 |
| Deep Generalized Convolutional Sum-Product Networks | Feb 16, 2019 | GPUImage Classification | CodeCode Available | 0 |
| Training a Vision Transformer from scratch in less than 24 hours with 1 GPU | Nov 9, 2022 | GPU | CodeCode Available | 0 |
| Provable Defense Against Geometric Transformations | Jul 22, 2022 | Autonomous DrivingGPU | CodeCode Available | 0 |
| Stochastic Gradient Descent on Highly-Parallel Architectures | Feb 24, 2018 | CPUGPU | CodeCode Available | 0 |
| GraB-sampler: Optimal Permutation-based SGD Data Sampler for PyTorch | Sep 28, 2023 | GPU | CodeCode Available | 0 |
| Towards Scalable GPU-Accelerated SNN Training via Temporal Fusion | Aug 1, 2024 | GPUNavigate | CodeCode Available | 0 |
| Training Deep Nets with Sublinear Memory Cost | Apr 21, 2016 | GPU | CodeCode Available | 0 |
| Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding | Oct 1, 2015 | CPUGPU | CodeCode Available | 0 |
| GQE-Net: A Graph-based Quality Enhancement Network for Point Cloud Color Attribute | Mar 24, 2023 | AttributeGPU | CodeCode Available | 0 |
| Anchors no more: Using peculiar velocities to constrain H_0 and the primordial Universe without calibrators | Apr 14, 2025 | GPU | CodeCode Available | 0 |
| Debiasing Cardiac Imaging with Controlled Latent Diffusion Models | Mar 28, 2024 | DenoisingGPU | CodeCode Available | 0 |
| Real-time Deep Video Deinterlacing | Aug 1, 2017 | GPUSuper-Resolution | CodeCode Available | 0 |
| An Analysis of Neural Language Modeling at Multiple Scales | Mar 22, 2018 | GPULanguage Modeling | CodeCode Available | 0 |
| Streaming-capable High-performance Architecture of Learned Image Compression Codecs | Aug 2, 2022 | CPUDecoder | CodeCode Available | 0 |
| Streaming Generalized Canonical Polyadic Tensor Decompositions | Oct 27, 2021 | CPUGPU | CodeCode Available | 0 |
| Benchmarking TPU, GPU, and CPU Platforms for Deep Learning | Jul 24, 2019 | BenchmarkingCPU | CodeCode Available | 0 |
| Real-time End-to-End Video Text Spotter with Contrastive Representation Learning | Jul 18, 2022 | Contrastive LearningGPU | CodeCode Available | 0 |
| GPyTorch: Blackbox Matrix-Matrix Gaussian Process Inference with GPU Acceleration | Sep 28, 2018 | Gaussian ProcessesGPU | CodeCode Available | 0 |
| Benchmarking Keyword Spotting Efficiency on Neuromorphic Hardware | Dec 4, 2018 | BenchmarkingCPU | CodeCode Available | 0 |
| PIM-Opt: Demystifying Distributed Optimization Algorithms on a Real-World Processing-In-Memory System | Apr 10, 2024 | CPUDistributed Optimization | CodeCode Available | 0 |
| DEARLi: Decoupled Enhancement of Recognition and Localization for Semi-supervised Panoptic Segmentation | Jul 14, 2025 | DecoderGPU | CodeCode Available | 0 |
| GPU-accelerated partially linear multiuser detection for 5G and beyond URLLC systems | Jan 13, 2022 | GPU | CodeCode Available | 0 |
| Real-Time Graph-based Point Cloud Networks on FPGAs via Stall-Free Deep Pipelining | Jul 7, 2025 | GPU | CodeCode Available | 0 |
| GPU Kernels for Block-Sparse Weights | Dec 1, 2017 | GPUSentiment Analysis | CodeCode Available | 0 |
| Alternating Maximization: Unifying Framework for 8 Sparse PCA Formulations and Efficient Parallel Codes | Dec 17, 2012 | GPU | CodeCode Available | 0 |
| GPU-FV: Realtime Fisher Vector and Its Applications in Video Monitoring | Apr 12, 2016 | CPUGPU | CodeCode Available | 0 |
| Data Stream Sampling with Fuzzy Task Boundaries and Noisy Labels | Apr 7, 2024 | Continual LearningFairness | CodeCode Available | 0 |
| GPU-Based Computation of 2D Least Median of Squares with Applications to Fast and Robust Line Detection | Oct 5, 2015 | CPUGPU | CodeCode Available | 0 |
| Dataset Distillation via Adversarial Prediction Matching | Dec 14, 2023 | Dataset DistillationGPU | CodeCode Available | 0 |
| Real-time instance segmentation with polygons using an Intersection-over-Union loss | May 9, 2023 | GPUInstance Segmentation | CodeCode Available | 0 |
| Real-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric Annotations | Sep 13, 2018 | Depth EstimationGPU | CodeCode Available | 0 |
| Striving for Faster and Better: A One-Layer Architecture with Auto Re-parameterization for Low-Light Image Enhancement | Feb 27, 2025 | Computational EfficiencyCPU | CodeCode Available | 0 |
| Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware | Apr 3, 2020 | BenchmarkingCPU | CodeCode Available | 0 |
| GPU-acceleration for Large-scale Tree Boosting | Jun 26, 2017 | CPUGPU | CodeCode Available | 0 |
| Structural Pruning of Pre-trained Language Models via Neural Architecture Search | May 3, 2024 | GPUNatural Language Understanding | CodeCode Available | 0 |
| GPU-accelerated real-time stixel computation | Oct 13, 2016 | GPU | CodeCode Available | 0 |
| Data-Informed Global Sparseness in Attention Mechanisms for Deep Neural Networks | Nov 20, 2020 | GPULanguage Modeling | CodeCode Available | 0 |
| GPU-Accelerated Optimizer-Aware Evaluation of Submodular Exemplar Clustering | Jan 21, 2021 | ClusteringCPU | CodeCode Available | 0 |
| DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference | Dec 16, 2024 | CPUGPU | CodeCode Available | 0 |
| Training of Convolutional Networks on Multiple Heterogeneous Datasets for Street Scene Semantic Segmentation | Mar 15, 2018 | GPUSemantic Segmentation | CodeCode Available | 0 |
| StyPath: Style-Transfer Data Augmentation For Robust Histology Image Classification | Jul 9, 2020 | ClassificationData Augmentation | CodeCode Available | 0 |
| Sub-Linear Memory: How to Make Performers SLiM | Dec 21, 2020 | GPU | CodeCode Available | 0 |
| CytonRL: an Efficient Reinforcement Learning Open-source Toolkit Implemented in C++ | Apr 14, 2018 | GPUQ-Learning | CodeCode Available | 0 |