| Building a Performance Model for Deep Learning Recommendation Model Training on GPUs | Jan 19, 2022 | GPUmodel | CodeCode Available | 1 | 5 |
| Dyna-DM: Dynamic Object-aware Self-supervised Monocular Depth Maps | Jun 8, 2022 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 | 5 |
| HRSAM: Efficient Interactive Segmentation in High-Resolution Images | Jul 2, 2024 | Data AugmentationGPU | CodeCode Available | 1 | 5 |
| EL-Attention: Memory Efficient Lossless Attention for Generation | May 11, 2021 | GPUQuestion Generation | 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 |
| ByteTrack: Multi-Object Tracking by Associating Every Detection Box | Oct 13, 2021 | GPUMulti-Object Tracking | CodeCode Available | 1 | 5 |
| Holistically-Attracted Wireframe Parsing | Mar 3, 2020 | GPULine Segment Detection | CodeCode Available | 1 | 5 |
| DONeRF: Towards Real-Time Rendering of Compact Neural Radiance Fields using Depth Oracle Networks | Mar 4, 2021 | GPUNeRF | CodeCode Available | 1 | 5 |
| Cache Me If You Must: Adaptive Key-Value Quantization for Large Language Models | Jan 31, 2025 | GPUQuantization | CodeCode Available | 1 | 5 |
| CAD2Render: A Modular Toolkit for GPU-accelerated Photorealistic Synthetic Data Generation for the Manufacturing Industry | Nov 25, 2022 | GPUobject-detection | CodeCode Available | 1 | 5 |
| CAD: Memory Efficient Convolutional Adapter for Segment Anything | Sep 24, 2024 | DecoderGPU | CodeCode Available | 1 | 5 |
| An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection | Apr 22, 2019 | GPUobject-detection | CodeCode Available | 1 | 5 |
| HiRED: Attention-Guided Token Dropping for Efficient Inference of High-Resolution Vision-Language Models | Aug 20, 2024 | GPULanguage Modelling | CodeCode Available | 1 | 5 |
| Empowering Smaller Models: Tuning LLaMA and Gemma with Chain-of-Thought for Ukrainian Exam Tasks | Mar 18, 2025 | GPUparameter-efficient fine-tuning | CodeCode Available | 1 | 5 |
| BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation | Feb 18, 2024 | GPUQuestion Answering | CodeCode Available | 1 | 5 |
| BERTVision -- A Parameter-Efficient Approach for Question Answering | Feb 24, 2022 | GPUQuestion Answering | CodeCode Available | 1 | 5 |
| CalibQuant: 1-Bit KV Cache Quantization for Multimodal LLMs | Feb 15, 2025 | Computational EfficiencyGPU | CodeCode Available | 1 | 5 |
| MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Multi-GPU Platforms | Sep 14, 2022 | GPULayout Design | CodeCode Available | 1 | 5 |
| GREED: A Neural Framework for Learning Graph Distance Functions | Dec 24, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
| Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective | Oct 6, 2024 | CPUGPU | CodeCode Available | 1 | 5 |
| High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network | May 19, 2021 | 4kAttribute | CodeCode Available | 1 | 5 |
| Latency-aware Spatial-wise Dynamic Networks | Oct 12, 2022 | GPUimage-classification | CodeCode Available | 1 | 5 |
| BenchPress: A Deep Active Benchmark Generator | Aug 13, 2022 | Active LearningCPU | CodeCode Available | 1 | 5 |
| DQO-MAP: Dual Quadrics Multi-Object mapping with Gaussian Splatting | Mar 4, 2025 | Computational EfficiencyCPU | CodeCode Available | 1 | 5 |
| Holistic Large-Scale Scene Reconstruction via Mixed Gaussian Splatting | May 29, 2025 | 3D Scene ReconstructionGPU | CodeCode Available | 1 | 5 |
| High-performance Data Management for Whole Slide Image Analysis in Digital Pathology | Aug 10, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| Learned Smartphone ISP on Mobile GPUs with Deep Learning, Mobile AI & AIM 2022 Challenge: Report | Nov 7, 2022 | GPU | CodeCode Available | 1 | 5 |
| CAPIVARA: Cost-Efficient Approach for Improving Multilingual CLIP Performance on Low-Resource Languages | Oct 20, 2023 | DiversityGPU | CodeCode Available | 1 | 5 |
| Neural Architecture Search using Deep Neural Networks and Monte Carlo Tree Search | May 18, 2018 | GPUImage Captioning | CodeCode Available | 1 | 5 |
| EP-SAM: Weakly Supervised Histopathology Segmentation via Enhanced Prompt with Segment Anything | Oct 17, 2024 | DiagnosticGPU | CodeCode Available | 1 | 5 |
| A new method for faster and more accurate inference of species associations from big community data | Mar 11, 2020 | CPUGPU | CodeCode Available | 1 | 5 |
| Accelerating Recommendation System Training by Leveraging Popular Choices | Mar 1, 2021 | CPUGPU | 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 |
| Enhancing predictive capabilities in fusion burning plasmas through surrogate-based optimization in core transport solvers | Dec 19, 2023 | GPUPrediction | CodeCode Available | 1 | 5 |
| Cardiovascular Disease Detection from Multi-View Chest X-rays with BI-Mamba | May 28, 2024 | Computed Tomography (CT)GPU | CodeCode Available | 1 | 5 |
| Active Sampling for Pairwise Comparisons via Approximate Message Passing and Information Gain Maximization | Apr 12, 2020 | GPUVideo Quality Assessment | CodeCode Available | 1 | 5 |
| HiFT: A Hierarchical Full Parameter Fine-Tuning Strategy | Jan 26, 2024 | GPUparameter-efficient fine-tuning | CodeCode Available | 1 | 5 |
| High-quality Panorama Stitching based on Asymmetric Bidirectional Optical Flow | Jun 1, 2020 | GPUOptical Flow Estimation | CodeCode Available | 1 | 5 |
| DM-VTON: Distilled Mobile Real-time Virtual Try-On | Aug 26, 2023 | GPUHuman Parsing | CodeCode Available | 1 | 5 |
| Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation | Mar 1, 2021 | CPUFace Detection | CodeCode Available | 1 | 5 |
| CARTO: Category and Joint Agnostic Reconstruction of ARTiculated Objects | Mar 28, 2023 | DecoderGPU | CodeCode Available | 1 | 5 |
| Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching | Dec 13, 2019 | 3D ReconstructionGPU | CodeCode Available | 1 | 5 |
| Entropic Descent Archetypal Analysis for Blind Hyperspectral Unmixing | Sep 22, 2022 | GPUHyperspectral Unmixing | CodeCode Available | 1 | 5 |
| Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrained Devices | Mar 5, 2021 | Audio ClassificationEnvironmental Sound Classification | CodeCode Available | 1 | 5 |
| Conformal Trajectory Prediction with Multi-View Data Integration in Cooperative Driving | Aug 1, 2024 | Conformal PredictionData Integration | CodeCode Available | 1 | 5 |
| DOGE-Train: Discrete Optimization on GPU with End-to-end Training | May 23, 2022 | Combinatorial OptimizationGPU | CodeCode Available | 1 | 5 |
| An In-depth Study of Stochastic Backpropagation | Sep 30, 2022 | GPUimage-classification | CodeCode Available | 1 | 5 |
| CatBoost: gradient boosting with categorical features support | Oct 24, 2018 | ClusteringCPU | 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 |
| AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks | Jun 16, 2020 | GPU | CodeCode Available | 1 | 5 |
