| HCF-Net: Hierarchical Context Fusion Network for Infrared Small Object Detection | Mar 16, 2024 | channel selectionobject-detection | CodeCode Available | 2 |
| Unifying and Personalizing Weakly-supervised Federated Medical Image Segmentation via Adaptive Representation and Aggregation | Apr 12, 2023 | channel selectionFederated Learning | CodeCode Available | 2 |
| NeuroXAI: Adaptive, robust, explainable surrogate framework for determination of channel importance in EEG application | Sep 12, 2025 | channel selectionEEG | CodeCode Available | 1 |
| SepPrune: Structured Pruning for Efficient Deep Speech Separation | May 17, 2025 | channel selectionComputational Efficiency | CodeCode Available | 1 |
| Personalizing Federated Medical Image Segmentation via Local Calibration | Jul 11, 2022 | channel selectionFederated Learning | CodeCode Available | 1 |
| Scalable Classifier-Agnostic Channel Selection for Multivariate Time Series Classification | Jun 18, 2022 | channel selectionTime Series | CodeCode Available | 1 |
| Omni-frequency Channel-selection Representations for Unsupervised Anomaly Detection | Mar 1, 2022 | Anomaly Detectionchannel selection | CodeCode Available | 1 |
| Auto-Compressing Subset Pruning for Semantic Image Segmentation | Jan 26, 2022 | channel selectionImage Segmentation | CodeCode Available | 1 |
| Learning to Rank Microphones for Distant Speech Recognition | Apr 6, 2021 | channel selectionDecoder | CodeCode Available | 1 |
| Learning in the Frequency Domain | Feb 27, 2020 | channel selectionInstance Segmentation | CodeCode Available | 1 |
| Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation | Feb 3, 2020 | channel selectionGenerative Adversarial Network | CodeCode Available | 1 |
| Discrimination-aware Channel Pruning for Deep Neural Networks | Oct 28, 2018 | channel selectionModel Compression | CodeCode Available | 1 |
| Lightweight and Robust Multi-Channel End-to-End Speech Recognition with Spherical Harmonic Transform | Jun 13, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Differentiable Channel Selection in Self-Attention For Person Re-Identification | May 13, 2025 | channel selectionNeural Architecture Search | CodeCode Available | 0 |
| A Real-time and Hardware Efficient Artfecat-free Spike Sorting Using Deep Spike Detection | Apr 19, 2025 | channel selectionSpike Sorting | —Unverified | 0 |
| Parameter-Free Fine-tuning via Redundancy Elimination for Vision Foundation Models | Apr 11, 2025 | channel selectionGPU | —Unverified | 0 |
| Dynamic Gradient Sparse Update for Edge Training | Mar 23, 2025 | channel selection | —Unverified | 0 |
| OuroMamba: A Data-Free Quantization Framework for Vision Mamba Models | Mar 13, 2025 | channel selectionContrastive Learning | —Unverified | 0 |
| Training Channel Selection for Learning-based 1-bit Precoding in Massive MU-MIMO | Feb 17, 2025 | channel selection | —Unverified | 0 |
| SlimSeiz: Efficient Channel-Adaptive Seizure Prediction Using a Mamba-Enhanced Network | Oct 13, 2024 | channel selectionEEG | CodeCode Available | 0 |
| PAMLR: A Passive-Active Multi-Armed Bandit-Based Solution for LoRa Channel Allocation | Oct 7, 2024 | channel selection | —Unverified | 0 |
| Joint Channel Selection using FedDRL in V2X | Oct 3, 2024 | channel selectionDecision Making | —Unverified | 0 |
| Optimizing food taste sensory evaluation through neural network-based taste electroencephalogram channel selection | Sep 19, 2024 | channel selectionEEG | —Unverified | 0 |
| Geometry-Constrained EEG Channel Selection for Brain-Assisted Speech Enhancement | Sep 19, 2024 | channel selectionEEG | —Unverified | 0 |
| Learning Binary Color Filter Arrays with Trainable Hard Thresholding | Jun 20, 2024 | channel selectionDemosaicking | CodeCode Available | 0 |
