| Gigapixel Whole-Slide Images Classification using Locally Supervised Learning | Jul 17, 2022 | ClassificationGPU | CodeCode Available | 1 | 5 |
| GIMS: Image Matching System Based on Adaptive Graph Construction and Graph Neural Network | Dec 24, 2024 | GPUgraph construction | CodeCode Available | 1 | 5 |
| Benchmarking and scaling of deep learning models for land cover image classification | Nov 18, 2021 | BenchmarkingClassification | CodeCode Available | 1 | 5 |
| DGCL: an efficient communication library for distributed GNN training | Apr 21, 2021 | GPU | CodeCode Available | 1 | 5 |
| DGNN-Booster: A Generic FPGA Accelerator Framework For Dynamic Graph Neural Network Inference | Apr 13, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| Global Tensor Motion Planning | Nov 28, 2024 | Dataset GenerationDiversity | CodeCode Available | 1 | 5 |
| Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs | Jul 1, 2024 | GPUMixture-of-Experts | CodeCode Available | 1 | 5 |
| GP-guided MPPI for Efficient Navigation in Complex Unknown Cluttered Environments | Jul 8, 2023 | Autonomous NavigationCollision Avoidance | CodeCode Available | 1 | 5 |
| Efficient Crowd Counting via Structured Knowledge Transfer | Mar 23, 2020 | Crowd CountingGPU | CodeCode Available | 1 | 5 |
| Convolutional Xformers for Vision | Jan 25, 2022 | GPUimage-classification | CodeCode Available | 1 | 5 |
| Mélange: Cost Efficient Large Language Model Serving by Exploiting GPU Heterogeneity | Apr 22, 2024 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| Prompt-MIL: Boosting Multi-Instance Learning Schemes via Task-specific Prompt Tuning | Mar 21, 2023 | GPU | CodeCode Available | 1 | 5 |
| Convolutional Sequence to Sequence Learning | May 8, 2017 | Bangla Spelling Error CorrectionCPU | CodeCode Available | 1 | 5 |
| DialogueLLM: Context and Emotion Knowledge-Tuned Large Language Models for Emotion Recognition in Conversations | Oct 17, 2023 | BenchmarkingEmotion Recognition | CodeCode Available | 1 | 5 |
| Convolutional Neural Network Training with Distributed K-FAC | Jul 1, 2020 | GPU | CodeCode Available | 1 | 5 |
| MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis | Oct 8, 2019 | CPUGPU | CodeCode Available | 1 | 5 |
| Megaverse: Simulating Embodied Agents at One Million Experiences per Second | Jul 17, 2021 | GPUReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Efficient Classification of Very Large Images with Tiny Objects | Jun 4, 2021 | ClassificationGPU | CodeCode Available | 1 | 5 |
| BayesSimIG: Scalable Parameter Inference for Adaptive Domain Randomization with IsaacGym | Jul 9, 2021 | GPUReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| MegBA: A GPU-Based Distributed Library for Large-Scale Bundle Adjustment | Dec 2, 2021 | GPU | CodeCode Available | 1 | 5 |
| Mega-NeRF: Scalable Construction of Large-Scale NeRFs for Virtual Fly-Throughs | Dec 20, 2021 | GPUNeRF | CodeCode Available | 1 | 5 |
| Differentiable Model Scaling using Differentiable Topk | May 12, 2024 | GPUimage-classification | CodeCode Available | 1 | 5 |
| Efficient Dataset Distillation Using Random Feature Approximation | Oct 21, 2022 | Dataset CondensationDataset Distillation | CodeCode Available | 1 | 5 |
| GPU-accelerated Faster Mean Shift with euclidean distance metrics | Dec 27, 2021 | ClusteringGPU | CodeCode Available | 1 | 5 |
| Differentiable Time-Frequency Scattering on GPU | Apr 18, 2022 | Audio GenerationCPU | CodeCode Available | 1 | 5 |
| A Lightweight Inception Boosted U-Net Neural Network for Routability Prediction | Feb 7, 2024 | AvgCPU | CodeCode Available | 1 | 5 |
| MegDet: A Large Mini-Batch Object Detector | Nov 20, 2017 | GPUObject | CodeCode Available | 1 | 5 |
| GPU-accelerated Guided Source Separation for Meeting Transcription | Dec 10, 2022 | blind source separationCPU | CodeCode Available | 1 | 5 |
| MESH2IR: Neural Acoustic Impulse Response Generator for Complex 3D Scenes | May 18, 2022 | 2kCPU | CodeCode Available | 1 | 5 |
| Differentiate Everything with a Reversible Embeded Domain-Specific Language | Mar 10, 2020 | GPU | CodeCode Available | 1 | 5 |
| MEDDAP: Medical Dataset Enhancement via Diversified Augmentation Pipeline | Mar 25, 2024 | GPU | CodeCode Available | 1 | 5 |
| Mechanistic Neural Networks for Scientific Machine Learning | Feb 20, 2024 | Equation DiscoveryGPU | CodeCode Available | 1 | 5 |
| GPU-based Private Information Retrieval for On-Device Machine Learning Inference | Jan 26, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| GPU-based Self-Organizing Maps for Post-Labeled Few-Shot Unsupervised Learning | Sep 4, 2020 | ClassificationClustering | CodeCode Available | 1 | 5 |
| MEFLUT: Unsupervised 1D Lookup Tables for Multi-exposure Image Fusion | Sep 21, 2023 | 4kGPU | CodeCode Available | 1 | 5 |
| Integer-only Zero-shot Quantization for Efficient Speech Recognition | Mar 31, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| A simple vision-based navigation and control strategy for autonomous drone racing | Apr 20, 2021 | GPU | CodeCode Available | 1 | 5 |
| Diffusion Models for Interferometric Satellite Aperture Radar | Aug 31, 2023 | GPUImage Generation | CodeCode Available | 1 | 5 |
| MEFT: Memory-Efficient Fine-Tuning through Sparse Adapter | Jun 7, 2024 | CPUGPU | CodeCode Available | 1 | 5 |
| A Simple Video Segmenter by Tracking Objects Along Axial Trajectories | Nov 30, 2023 | GPUObject | CodeCode Available | 1 | 5 |
| Contextual Residual Aggregation for Ultra High-Resolution Image Inpainting | May 19, 2020 | 2k8k | CodeCode Available | 1 | 5 |
| DIFFVSGG: Diffusion-Driven Online Video Scene Graph Generation | Mar 18, 2025 | DenoisingGPU | CodeCode Available | 1 | 5 |
| EfficientBioAI: Making Bioimaging AI Models Efficient in Energy, Latency and Representation | Jun 9, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| MCP-MedSAM: A Powerful Lightweight Medical Segment Anything Model Trained with a Single GPU in Just One Day | Dec 8, 2024 | GPUImage Segmentation | CodeCode Available | 1 | 5 |
| Edge-MoE: Memory-Efficient Multi-Task Vision Transformer Architecture with Task-level Sparsity via Mixture-of-Experts | May 30, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning | Jul 1, 2019 | Automatic Post-EditingDecoder | CodeCode Available | 1 | 5 |
| EdgeNAT: Transformer for Efficient Edge Detection | Aug 20, 2024 | Edge DetectionGPU | CodeCode Available | 1 | 5 |
| A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning | Jun 14, 2019 | Automatic Post-EditingDecoder | CodeCode Available | 1 | 5 |
| EEEA-Net: An Early Exit Evolutionary Neural Architecture Search | Aug 13, 2021 | GPUImage Classification | CodeCode Available | 1 | 5 |
| Max-Fusion U-Net for Multi-Modal Pathology Segmentation with Attention and Dynamic Resampling | Sep 5, 2020 | GPUManagement | CodeCode Available | 1 | 5 |
