| Efficient Dataset Distillation Using Random Feature Approximation | Oct 21, 2022 | Dataset CondensationDataset Distillation | CodeCode Available | 1 | 5 |
| Efficient Crowd Counting via Structured Knowledge Transfer | Mar 23, 2020 | Crowd CountingGPU | CodeCode Available | 1 | 5 |
| Mastering Atari with Discrete World Models | Oct 5, 2020 | Atari GamesGPU | CodeCode Available | 1 | 5 |
| CoSense3D: an Agent-based Efficient Learning Framework for Collective Perception | Apr 29, 2024 | Data VisualizationDecision Making | 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 |
| Massively Parallel Continuous Local Search for Hybrid SAT Solving on GPUs | Aug 29, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| Mastering Visual Continuous Control: Improved Data-Augmented Reinforcement Learning | Jul 20, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| MaxK-GNN: Extremely Fast GPU Kernel Design for Accelerating Graph Neural Networks Training | Dec 14, 2023 | GPU | CodeCode Available | 1 | 5 |
| CorticalFlow: A Diffeomorphic Mesh Transformer Network for Cortical Surface Reconstruction | Dec 1, 2021 | GPUSurface Reconstruction | CodeCode Available | 1 | 5 |
| Efficient Classification of Very Large Images with Tiny Objects | Jun 4, 2021 | ClassificationGPU | CodeCode Available | 1 | 5 |
| EfficientBioAI: Making Bioimaging AI Models Efficient in Energy, Latency and Representation | Jun 9, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| MariusGNN: Resource-Efficient Out-of-Core Training of Graph Neural Networks | Feb 4, 2022 | GPU | CodeCode Available | 1 | 5 |
| Mask Image Watermarking | Apr 17, 2025 | Computational EfficiencyDecoder | 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 |
| Massively Parallel Causal Inference of Whole Brain Dynamics at Single Neuron Resolution | Dec 2, 2020 | Causal InferenceGPU | CodeCode Available | 1 | 5 |
| FORK: A Forward-Looking Actor For Model-Free Reinforcement Learning | Oct 4, 2020 | GPUMuJoCo | CodeCode Available | 1 | 5 |
| A Simple Video Segmenter by Tracking Objects Along Axial Trajectories | Nov 30, 2023 | GPUObject | 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 |
| FOVEA: Foveated Image Magnification for Autonomous Navigation | Aug 27, 2021 | Autonomous DrivingAutonomous Navigation | CodeCode Available | 1 | 5 |
| Derivatives Sensitivities Computation under Heston Model on GPU | Sep 19, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| Coralai: Intrinsic Evolution of Embodied Neural Cellular Automata Ecosystems | Jun 14, 2024 | DiversityGPU | CodeCode Available | 1 | 5 |
| Opara: Exploiting Operator Parallelism for Expediting DNN Inference on GPUs | Dec 16, 2023 | GPUScheduling | CodeCode Available | 1 | 5 |
| Mamba4D: Efficient 4D Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models | Jan 1, 2025 | Action RecognitionAction Segmentation | CodeCode Available | 1 | 5 |
| Optimal Subarchitecture Extraction For BERT | Oct 20, 2020 | CPUGPU | CodeCode Available | 1 | 5 |
| EdgeNAT: Transformer for Efficient Edge Detection | Aug 20, 2024 | Edge DetectionGPU | CodeCode Available | 1 | 5 |
| Edge and Identity Preserving Network for Face Super-Resolution | Aug 27, 2020 | GPUSuper-Resolution | CodeCode Available | 1 | 5 |
| MALPOLON: A Framework for Deep Species Distribution Modeling | Sep 26, 2024 | BenchmarkingGPU | CodeCode Available | 1 | 5 |
| Make Skeleton-based Action Recognition Model Smaller, Faster and Better | Jul 23, 2019 | Action RecognitionCPU | CodeCode Available | 1 | 5 |
| CoordFill: Efficient High-Resolution Image Inpainting via Parameterized Coordinate Querying | Mar 15, 2023 | GPUImage Inpainting | CodeCode Available | 1 | 5 |
| Making DensePose fast and light | Jun 26, 2020 | 3D Human Pose EstimationGPU | CodeCode Available | 1 | 5 |
| EEEA-Net: An Early Exit Evolutionary Neural Architecture Search | Aug 13, 2021 | GPUImage Classification | CodeCode Available | 1 | 5 |
| Fully automated analysis of muscle architecture from B-mode ultrasound images with deep learning | Sep 10, 2020 | CPUGPU | CodeCode Available | 1 | 5 |
| Fast inference with Kronecker-sparse matrices | May 23, 2024 | GPUManagement | CodeCode Available | 1 | 5 |
| Easy and Efficient Transformer : Scalable Inference Solution For large NLP model | Apr 26, 2021 | DecoderGPU | CodeCode Available | 1 | 5 |
| Convolutional Xformers for Vision | Jan 25, 2022 | GPUimage-classification | CodeCode Available | 1 | 5 |
| Detection of prostate cancer in whole-slide images through end-to-end training with image-level labels | Jun 5, 2020 | GPUMultiple Instance Learning | CodeCode Available | 1 | 5 |
| Convolutional Sequence to Sequence Learning | May 8, 2017 | Bangla Spelling Error CorrectionCPU | CodeCode Available | 1 | 5 |
| Convolutional Neural Network Training with Distributed K-FAC | Jul 1, 2020 | GPU | CodeCode Available | 1 | 5 |
| LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning | Nov 20, 2023 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs | Nov 30, 2021 | GPUImage Generation | CodeCode Available | 1 | 5 |
| Effective Batching for Recurrent Neural Network Grammars | May 31, 2021 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| GateNet: A novel Neural Network Architecture for Automated Flow Cytometry Gating | Dec 12, 2023 | GPU | CodeCode Available | 1 | 5 |
| Development and bilingual evaluation of Japanese medical large language model within reasonably low computational resources | Sep 18, 2024 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| LSG-CPD: Coherent Point Drift with Local Surface Geometry for Point Cloud Registration | Mar 28, 2021 | GPUPoint Cloud Registration | CodeCode Available | 1 | 5 |
| Lossless Acceleration of Large Language Model via Adaptive N-gram Parallel Decoding | Apr 10, 2024 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| Dynamic Sparse Training with Structured Sparsity | May 3, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| Loss shaping enhances exact gradient learning with Eventprop in spiking neural networks | Dec 2, 2022 | GPU | CodeCode Available | 1 | 5 |
| Dynamic Pooling Improves Nanopore Base Calling Accuracy | May 16, 2021 | GPU | CodeCode Available | 1 | 5 |
| A simple vision-based navigation and control strategy for autonomous drone racing | Apr 20, 2021 | GPU | CodeCode Available | 1 | 5 |
| Low Complexity Point Tracking of the Myocardium in 2D Echocardiography | Mar 13, 2025 | GPUPoint Tracking | CodeCode Available | 1 | 5 |
