| Unifying and Personalizing Weakly-supervised Federated Medical Image Segmentation via Adaptive Representation and Aggregation | Apr 12, 2023 | channel selectionFederated Learning | CodeCode Available | 2 | 5 |
| HCF-Net: Hierarchical Context Fusion Network for Infrared Small Object Detection | Mar 16, 2024 | channel selectionobject-detection | CodeCode Available | 2 | 5 |
| Scalable Classifier-Agnostic Channel Selection for Multivariate Time Series Classification | Jun 18, 2022 | channel selectionTime Series | CodeCode Available | 1 | 5 |
| Learning to Rank Microphones for Distant Speech Recognition | Apr 6, 2021 | channel selectionDecoder | CodeCode Available | 1 | 5 |
| NeuroXAI: Adaptive, robust, explainable surrogate framework for determination of channel importance in EEG application | Sep 12, 2025 | channel selectionEEG | CodeCode Available | 1 | 5 |
| SepPrune: Structured Pruning for Efficient Deep Speech Separation | May 17, 2025 | channel selectionComputational Efficiency | CodeCode Available | 1 | 5 |
| Omni-frequency Channel-selection Representations for Unsupervised Anomaly Detection | Mar 1, 2022 | Anomaly Detectionchannel selection | CodeCode Available | 1 | 5 |
| Discrimination-aware Channel Pruning for Deep Neural Networks | Oct 28, 2018 | channel selectionModel Compression | CodeCode Available | 1 | 5 |
| Auto-Compressing Subset Pruning for Semantic Image Segmentation | Jan 26, 2022 | channel selectionImage Segmentation | CodeCode Available | 1 | 5 |
| Learning in the Frequency Domain | Feb 27, 2020 | channel selectionInstance Segmentation | CodeCode Available | 1 | 5 |
| Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation | Feb 3, 2020 | channel selectionGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Personalizing Federated Medical Image Segmentation via Local Calibration | Jul 11, 2022 | channel selectionFederated Learning | CodeCode Available | 1 | 5 |
| Channel Pruning for Accelerating Very Deep Neural Networks | Jul 19, 2017 | channel selectionregression | CodeCode Available | 0 | 5 |
| Quantifying Spatial Domain Explanations in BCI using Earth Mover's Distance | May 2, 2024 | Brain Computer Interfacechannel selection | CodeCode Available | 0 | 5 |
| Differentiable Channel Selection in Self-Attention For Person Re-Identification | May 13, 2025 | channel selectionNeural Architecture Search | CodeCode Available | 0 | 5 |
| Rough Set Based Color Channel Selection | Nov 3, 2016 | channel selectionSegmentation | CodeCode Available | 0 | 5 |
| SlimSeiz: Efficient Channel-Adaptive Seizure Prediction Using a Mamba-Enhanced Network | Oct 13, 2024 | channel selectionEEG | CodeCode Available | 0 | 5 |
| Channel selection using Gumbel Softmax | Dec 11, 2018 | channel selectionClassification | CodeCode Available | 0 | 5 |
| Learning Binary Color Filter Arrays with Trainable Hard Thresholding | Jun 20, 2024 | channel selectionDemosaicking | CodeCode Available | 0 | 5 |
| Multiple Time Series Fusion Based on LSTM An Application to CAP A Phase Classification Using EEG | Dec 18, 2021 | channel selectionDecision Making | CodeCode Available | 0 | 5 |
| Improving Motor Imagery EEG Classification Based on Channel Selection Using a Deep Learning Architecture | Jul 1, 2022 | channel selectionEEG | CodeCode Available | 0 | 5 |
| Improving the Evaluation and Actionability of Explanation Methods for Multivariate Time Series Classification | Jun 18, 2024 | channel selectionTime Series | CodeCode Available | 0 | 5 |
| Dynamic Channel Selection in Self-Supervised Learning | Jul 25, 2022 | channel selectionimage-classification | CodeCode Available | 0 | 5 |
| Filter Pruning For CNN With Enhanced Linear Representation Redundancy | Oct 10, 2023 | channel selectionNetwork Pruning | CodeCode Available | 0 | 5 |
| Joint Group Feature Selection and Discriminative Filter Learning for Robust Visual Object Tracking | Jul 30, 2019 | channel selectionfeature selection | CodeCode Available | 0 | 5 |
