| Dynamic Sparse Training with Structured Sparsity | May 3, 2023 | CPUGPU | 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 |
| Dynamic Structure Pruning for Compressing CNNs | Mar 17, 2023 | GPU | CodeCode Available | 1 | 5 |
| Large Scale Indexing of Generic Medical Image Data using Unbiased Shallow Keypoints and Deep CNN Features | Oct 8, 2020 | Domain AdaptationGeneral Classification | CodeCode Available | 1 | 5 |
| Multimodal Learned Sparse Retrieval with Probabilistic Expansion Control | Feb 27, 2024 | GPUImage Retrieval | CodeCode Available | 1 | 5 |
| Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images | Jul 2, 2019 | GPUTranslation | CodeCode Available | 1 | 5 |
| NAS-FCOS: Fast Neural Architecture Search for Object Detection | Jun 11, 2019 | DecoderGPU | CodeCode Available | 1 | 5 |
| Neural Reasoning Networks: Efficient Interpretable Neural Networks With Automatic Textual Explanations | Oct 10, 2024 | FairnessFeature Importance | CodeCode Available | 1 | 5 |
| A Runtime-Based Computational Performance Predictor for Deep Neural Network Training | Jan 31, 2021 | GPU | CodeCode Available | 1 | 5 |
| ARIANN: Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing | Jun 8, 2020 | CPUFederated Learning | CodeCode Available | 1 | 5 |
| ADGSyn: Dual-Stream Learning for Efficient Anticancer Drug Synergy Prediction | May 25, 2025 | GPU | CodeCode Available | 1 | 5 |
| Computationally Budgeted Continual Learning: What Does Matter? | Mar 20, 2023 | Continual LearningGPU | CodeCode Available | 1 | 5 |
| Efficient Forward Architecture Search | May 31, 2019 | feature selectionGPU | CodeCode Available | 1 | 5 |
| MS-Temba : Multi-Scale Temporal Mamba for Efficient Temporal Action Detection | Jan 10, 2025 | Action DetectionGPU | CodeCode Available | 1 | 5 |
| Easy and Efficient Transformer : Scalable Inference Solution For large NLP model | Apr 26, 2021 | DecoderGPU | 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 |
| MQBench: Towards Reproducible and Deployable Model Quantization Benchmark | Nov 5, 2021 | CPUGPU | 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 |
| Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks | Apr 26, 2021 | CPUGPU | 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 |
| AnalogVNN: A fully modular framework for modeling and optimizing photonic neural networks | Oct 14, 2022 | BIG-bench Machine LearningGPU | CodeCode Available | 1 | 5 |
| MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens | May 31, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
| Structure-Aware E(3)-Invariant Molecular Conformer Aggregation Networks | Feb 3, 2024 | GPUMolecular Property Prediction | CodeCode Available | 1 | 5 |
| 360MonoDepth: High-Resolution 360° Monocular Depth Estimation | Nov 30, 2021 | 2kDepth Estimation | CodeCode Available | 1 | 5 |
| μKG: A Library for Multi-source Knowledge Graph Embeddings and Applications | Jul 23, 2022 | Entity AlignmentEntity Typing | CodeCode Available | 1 | 5 |
