| Dynamic Perceiver for Efficient Visual Recognition | Jun 20, 2023 | Action RecognitionClassification | CodeCode Available | 1 | 5 |
| A Batch Noise Contrastive Estimation Approach for Training Large Vocabulary Language Models | Aug 20, 2017 | GPUText Compression | CodeCode Available | 1 | 5 |
| CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning | Jul 30, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 1 | 5 |
| Dynamic Low-Rank Sparse Adaptation for Large Language Models | Feb 20, 2025 | CPUGPU | CodeCode Available | 1 | 5 |
| Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding | May 19, 2023 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| Clinical Prompt Learning with Frozen Language Models | May 11, 2022 | BenchmarkingGPU | CodeCode Available | 1 | 5 |
| Dynamic Structure Pruning for Compressing CNNs | Mar 17, 2023 | GPU | CodeCode Available | 1 | 5 |
| JanusDNA: A Powerful Bi-directional Hybrid DNA Foundation Model | May 22, 2025 | GPULong-range modeling | CodeCode Available | 1 | 5 |
| Dyna-DM: Dynamic Object-aware Self-supervised Monocular Depth Maps | Jun 8, 2022 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 | 5 |
| Dynamic DNNs and Runtime Management for Efficient Inference on Mobile/Embedded Devices | Jan 17, 2024 | Dynamic neural networksGPU | CodeCode Available | 1 | 5 |
| DVIS: Decoupled Video Instance Segmentation Framework | Jun 6, 2023 | Autonomous DrivingGPU | CodeCode Available | 1 | 5 |
| Allegro-Legato: Scalable, Fast, and Robust Neural-Network Quantum Molecular Dynamics via Sharpness-Aware Minimization | Mar 14, 2023 | GPU | CodeCode Available | 1 | 5 |
| DXSLAM: A Robust and Efficient Visual SLAM System with Deep Features | Aug 12, 2020 | GPULoop Closure Detection | CodeCode Available | 1 | 5 |
| ApiQ: Finetuning of 2-Bit Quantized Large Language Model | Feb 7, 2024 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| Dynamic GPU Energy Optimization for Machine Learning Training Workloads | Jan 5, 2022 | BIG-bench Machine LearningGPU | CodeCode Available | 1 | 5 |
| Memory-Efficient Hierarchical Neural Architecture Search for Image Denoising | Sep 18, 2019 | DenoisingGPU | CodeCode Available | 1 | 5 |
| APLA: A Simple Adaptation Method for Vision Transformers | Mar 14, 2025 | ClassificationGPU | CodeCode Available | 1 | 5 |
| Fauno: The Italian Large Language Model that will leave you senza parole! | Jun 26, 2023 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| APNN-TC: Accelerating Arbitrary Precision Neural Networks on Ampere GPU Tensor Cores | Jun 23, 2021 | GPUQuantization | CodeCode Available | 1 | 5 |
| FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search | Dec 9, 2018 | GPUImage Classification | CodeCode Available | 1 | 5 |
| CNN-based Ego-Motion Estimation for Fast MAV Maneuvers | Jan 6, 2021 | GPUMotion Estimation | CodeCode Available | 1 | 5 |
| ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding | Oct 13, 2020 | GPUNeural Architecture Search | CodeCode Available | 1 | 5 |
| JAXFit: Trust Region Method for Nonlinear Least-Squares Curve Fitting on the GPU | Aug 25, 2022 | CPUDeep Learning | CodeCode Available | 1 | 5 |
| Systematic comparison of semi-supervised and self-supervised learning for medical image classification | Jul 18, 2023 | GPUimage-classification | CodeCode Available | 1 | 5 |
| OccamNet: A Fast Neural Model for Symbolic Regression at Scale | Jul 16, 2020 | CPUGPU | CodeCode Available | 1 | 5 |
| DSXplore: Optimizing Convolutional Neural Networks via Sliding-Channel Convolutions | Jan 4, 2021 | GPU | CodeCode Available | 1 | 5 |
| FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge Systems | May 31, 2022 | BIG-bench Machine LearningCPU | CodeCode Available | 1 | 5 |
| ALIKE: Accurate and Lightweight Keypoint Detection and Descriptor Extraction | Dec 6, 2021 | Camera Pose EstimationGPU | CodeCode Available | 1 | 5 |
| Application-Oriented Benchmarking of Quantum Generative Learning Using QUARK | Aug 8, 2023 | BenchmarkingGPU | CodeCode Available | 1 | 5 |
| DTL: Disentangled Transfer Learning for Visual Recognition | Dec 13, 2023 | GPUTransfer Learning | CodeCode Available | 1 | 5 |
| FG-Net: Fast Large-Scale LiDAR Point Clouds Understanding Network Leveraging Correlated Feature Mining and Geometric-Aware Modelling | Dec 17, 2020 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 | 5 |
| Dr. Top-k: Delegate-Centric Top-k on GPUs | Sep 16, 2021 | GPU | 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 |
| COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining | Feb 16, 2021 | Contrastive LearningGPU | CodeCode Available | 1 | 5 |
| DSNAS: Direct Neural Architecture Search without Parameter Retraining | Feb 21, 2020 | GPUNeural Architecture Search | CodeCode Available | 1 | 5 |
| Fine-tuning giant neural networks on commodity hardware with automatic pipeline model parallelism | Jul 14, 2021 | GPUTransfer Learning | CodeCode Available | 1 | 5 |
| Fine-tuning of sign language recognition models: a technical report | Feb 15, 2023 | Gesture RecognitionGPU | CodeCode Available | 1 | 5 |
| Fine-Tuning Pre-trained Transformers into Decaying Fast Weights | Oct 9, 2022 | GPU | CodeCode Available | 1 | 5 |
| A Lightweight Inception Boosted U-Net Neural Network for Routability Prediction | Feb 7, 2024 | AvgCPU | CodeCode Available | 1 | 5 |
| BDIS: Bayesian Dense Inverse Searching Method for Real-Time Stereo Surgical Image Matching | May 6, 2022 | CPUGPU | CodeCode Available | 1 | 5 |
| DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN Training | Feb 28, 2022 | GPUInstance Segmentation | CodeCode Available | 1 | 5 |
| 3D Small Object Detection with Dynamic Spatial Pruning | May 5, 2023 | 3D Object DetectionDecoder | CodeCode Available | 1 | 5 |
| InverseMatrixVT3D: An Efficient Projection Matrix-Based Approach for 3D Occupancy Prediction | Jan 23, 2024 | 3D Semantic Occupancy PredictionAutonomous Driving | CodeCode Available | 1 | 5 |
| DQO-MAP: Dual Quadrics Multi-Object mapping with Gaussian Splatting | Mar 4, 2025 | Computational EfficiencyCPU | CodeCode Available | 1 | 5 |
| BayesSimIG: Scalable Parameter Inference for Adaptive Domain Randomization with IsaacGym | Jul 9, 2021 | GPUReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| A Lightweight CNN-Transformer Model for Learning Traveling Salesman Problems | May 3, 2023 | GPU | CodeCode Available | 1 | 5 |
| Collage: Seamless Integration of Deep Learning Backends with Automatic Placement | Nov 1, 2021 | CPUDeep Learning | CodeCode Available | 1 | 5 |
| Collapsible Linear Blocks for Super-Efficient Super Resolution | Mar 17, 2021 | 4k8k | CodeCode Available | 1 | 5 |
| Bayesian Optimization for auto-tuning GPU kernels | Nov 26, 2021 | Bayesian OptimizationGPU | CodeCode Available | 1 | 5 |
| DreamShard: Generalizable Embedding Table Placement for Recommender Systems | Oct 5, 2022 | GPURecommendation Systems | CodeCode Available | 1 | 5 |
