| Semantic Labeling of Large-Area Geographic Regions Using Multi-View and Multi-Date Satellite Images and Noisy OSM Training Labels | Aug 24, 2020 | GPUSemantic Segmentation | CodeCode Available | 1 | 5 |
| Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling | Apr 14, 2021 | GPURe-Ranking | CodeCode Available | 1 | 5 |
| Momentum Auxiliary Network for Supervised Local Learning | Jul 8, 2024 | GPUimage-classification | CodeCode Available | 1 | 5 |
| ConsumerBench: Benchmarking Generative AI Applications on End-User Devices | Jun 21, 2025 | BenchmarkingCPU | CodeCode Available | 1 | 5 |
| DLUNet: Semi-supervised Learning based Dual-Light UNet for Multi-organ Segmentation | Sep 22, 2022 | GPUOrgan Segmentation | CodeCode Available | 1 | 5 |
| Better Than Reference In Low Light Image Enhancement: Conditional Re-Enhancement Networks | Aug 26, 2020 | GPUImage Enhancement | CodeCode Available | 1 | 5 |
| ConStyle v2: A Strong Prompter for All-in-One Image Restoration | Jun 26, 2024 | AllGPU | CodeCode Available | 1 | 5 |
| MOGPTK: The Multi-Output Gaussian Process Toolkit | Feb 9, 2020 | Gaussian ProcessesGPU | CodeCode Available | 1 | 5 |
| Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising | Aug 13, 2016 | Color Image DenoisingDenoising | CodeCode Available | 1 | 5 |
| DM-VTON: Distilled Mobile Real-time Virtual Try-On | Aug 26, 2023 | GPUHuman Parsing | CodeCode Available | 1 | 5 |
| Efficient Large-scale Scene Representation with a Hybrid of High-resolution Grid and Plane Features | Mar 6, 2023 | GPUNeRF | CodeCode Available | 1 | 5 |
| ConsistNet: Enforcing 3D Consistency for Multi-view Images Diffusion | Oct 16, 2023 | Depth EstimationDepth Prediction | CodeCode Available | 1 | 5 |
| Efficient Motion Prediction: A Lightweight & Accurate Trajectory Prediction Model With Fast Training and Inference Speed | Sep 24, 2024 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 | 5 |
| Momentum^2 Teacher: Momentum Teacher with Momentum Statistics for Self-Supervised Learning | Jan 19, 2021 | GPULinear evaluation | CodeCode Available | 1 | 5 |
| Beyond [cls]: Exploring the true potential of Masked Image Modeling representations | Dec 4, 2024 | GPUSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Efficient Forward Architecture Search | May 31, 2019 | feature selectionGPU | CodeCode Available | 1 | 5 |
| MoDL: Model Based Deep Learning Architecture for Inverse Problems | Dec 7, 2017 | Deep LearningGPU | CodeCode Available | 1 | 5 |
| Does Long-Term Series Forecasting Need Complex Attention and Extra Long Inputs? | Jun 8, 2023 | Bayesian OptimizationGPU | CodeCode Available | 1 | 5 |
| Efficient fine-tuning of 37-level GraphCast with the Canadian global deterministic analysis | Aug 26, 2024 | GPU | CodeCode Available | 1 | 5 |
| DOGE-Train: Discrete Optimization on GPU with End-to-end Training | May 23, 2022 | Combinatorial OptimizationGPU | CodeCode Available | 1 | 5 |
| ModeTv2: GPU-accelerated Motion Decomposition Transformer for Pairwise Optimization in Medical Image Registration | Mar 25, 2024 | Computational EfficiencyGPU | CodeCode Available | 1 | 5 |
| Conformer-Kernel with Query Term Independence for Document Retrieval | Jul 20, 2020 | GPUReranking | 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 |
| Efficient Document-level Event Extraction via Pseudo-Trigger-aware Pruned Complete Graph | Dec 11, 2021 | Document-level Event ExtractionEvent Extraction | CodeCode Available | 1 | 5 |
| Signatory: differentiable computations of the signature and logsignature transforms, on both CPU and GPU | Jan 3, 2020 | CPUGPU | CodeCode Available | 1 | 5 |
| Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads | May 24, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
| Adjacent Context Coordination Network for Salient Object Detection in Optical Remote Sensing Images | Mar 25, 2022 | DecoderGPU | CodeCode Available | 1 | 5 |
| Efficient Movie Scene Detection using State-Space Transformers | Dec 29, 2022 | GPUScene Segmentation | CodeCode Available | 1 | 5 |
| Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs | Oct 3, 2023 | GPU | CodeCode Available | 1 | 5 |
| MonoSKD: General Distillation Framework for Monocular 3D Object Detection via Spearman Correlation Coefficient | Oct 17, 2023 | 3D Object DetectionGPU | CodeCode Available | 1 | 5 |
| DQO-MAP: Dual Quadrics Multi-Object mapping with Gaussian Splatting | Mar 4, 2025 | Computational EfficiencyCPU | CodeCode Available | 1 | 5 |
| DreamShard: Generalizable Embedding Table Placement for Recommender Systems | Oct 5, 2022 | GPURecommendation Systems | CodeCode Available | 1 | 5 |
| Real-time Semantic Segmentation via Spatial-detail Guided Context Propagation | May 22, 2020 | GPUReal-Time Semantic Segmentation | CodeCode Available | 1 | 5 |
| OccamNet: A Fast Neural Model for Symbolic Regression at Scale | Jul 16, 2020 | CPUGPU | CodeCode Available | 1 | 5 |
| MobileStereoNet: Towards Lightweight Deep Networks for Stereo Matching | Aug 22, 2021 | Depth EstimationDisparity Estimation | CodeCode Available | 1 | 5 |
| Mobile-Seed: Joint Semantic Segmentation and Boundary Detection for Mobile Robots | Nov 21, 2023 | Boundary DetectionEdge-computing | CodeCode Available | 1 | 5 |
| Mobile Vision Transformer-based Visual Object Tracking | Sep 11, 2023 | GPUObject | CodeCode Available | 1 | 5 |
| DR-SPAAM: A Spatial-Attention and Auto-regressive Model for Person Detection in 2D Range Data | Apr 29, 2020 | GPUHuman Detection | CodeCode Available | 1 | 5 |
| Efficient Dataset Distillation Using Random Feature Approximation | Oct 21, 2022 | Dataset CondensationDataset Distillation | CodeCode Available | 1 | 5 |
| DSNAS: Direct Neural Architecture Search without Parameter Retraining | Feb 21, 2020 | GPUNeural Architecture Search | CodeCode Available | 1 | 5 |
| ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation | May 24, 2023 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| 3D Small Object Detection with Dynamic Spatial Pruning | May 5, 2023 | 3D Object DetectionDecoder | CodeCode Available | 1 | 5 |
| Benchmarking and scaling of deep learning models for land cover image classification | Nov 18, 2021 | BenchmarkingClassification | CodeCode Available | 1 | 5 |
| DSXplore: Optimizing Convolutional Neural Networks via Sliding-Channel Convolutions | Jan 4, 2021 | GPU | CodeCode Available | 1 | 5 |
| DTL: Disentangled Transfer Learning for Visual Recognition | Dec 13, 2023 | GPUTransfer Learning | CodeCode Available | 1 | 5 |
| iUNets: Fully invertible U-Nets with Learnable Up- and Downsampling | May 11, 2020 | GPU | CodeCode Available | 1 | 5 |
| MMM: Generative Masked Motion Model | Dec 6, 2023 | GPUmodel | CodeCode Available | 1 | 5 |
| The Signature Kernel is the solution of a Goursat PDE | Jun 26, 2020 | Dimensionality ReductionGPU | CodeCode Available | 1 | 5 |
| Efficient Crowd Counting via Structured Knowledge Transfer | Mar 23, 2020 | Crowd CountingGPU | CodeCode Available | 1 | 5 |
| PyGim: An Efficient Graph Neural Network Library for Real Processing-In-Memory Architectures | Feb 26, 2024 | CPUGPU | CodeCode Available | 1 | 5 |
