| Pruning Very Deep Neural Network Channels for Efficient Inference | Nov 14, 2022 | channel selection | —Unverified | 0 |
| Optimizing Wi-Fi Channel Selection in a Dense Neighborhood | Nov 7, 2022 | channel selection | —Unverified | 0 |
| Semantic Segmentation in Learned Compressed Domain | Sep 3, 2022 | channel selectionImage Compression | —Unverified | 0 |
| Classification of eye-state using EEG recordings: speed-up gains using signal epochs and mutual information measure | Aug 31, 2022 | channel selectionClassification | —Unverified | 0 |
| Dynamic Channel Selection in Self-Supervised Learning | Jul 25, 2022 | channel selectionimage-classification | CodeCode Available | 0 |
| Personalizing Federated Medical Image Segmentation via Local Calibration | Jul 11, 2022 | channel selectionFederated Learning | CodeCode Available | 1 |
| Improving Motor Imagery EEG Classification Based on Channel Selection Using a Deep Learning Architecture | Jul 1, 2022 | channel selectionEEG | CodeCode Available | 0 |
| Scalable Classifier-Agnostic Channel Selection for Multivariate Time Series Classification | Jun 18, 2022 | channel selectionTime Series | CodeCode Available | 1 |
| Stability Enforced Bandit Algorithms for Channel Selection in Remote State Estimation of Gauss-Markov Processes | May 20, 2022 | channel selectionMulti-Armed Bandits | —Unverified | 0 |
| Hyperdimensional computing encoding for feature selection on the use case of epileptic seizure detection | May 16, 2022 | channel selectionEEG | —Unverified | 0 |
| Human Emotion Classification based on EEG Signals Using Recurrent Neural Network And KNN | May 10, 2022 | Brain Computer Interfacechannel selection | —Unverified | 0 |
| MI-BMInet: An Efficient Convolutional Neural Network for Motor Imagery Brain--Machine Interfaces with EEG Channel Selection | Mar 28, 2022 | channel selectionEEG | —Unverified | 0 |
| Two-timescale Resource Allocation for Automated Networks in IIoT | Mar 24, 2022 | channel selectionenergy management | —Unverified | 0 |
| Distributed Learning for Vehicular Dynamic Spectrum Access in Autonomous Driving | Mar 22, 2022 | Autonomous Drivingchannel selection | —Unverified | 0 |
| Omni-frequency Channel-selection Representations for Unsupervised Anomaly Detection | Mar 1, 2022 | Anomaly Detectionchannel selection | CodeCode Available | 1 |
| Optimal channel selection with discrete QCQP | Feb 24, 2022 | channel selection | —Unverified | 0 |
| DGAFF: Deep Genetic Algorithm Fitness Formation for EEG Bio-Signal Channel Selection | Feb 21, 2022 | Brain Computer Interfacechannel selection | —Unverified | 0 |
| Auto-Compressing Subset Pruning for Semantic Image Segmentation | Jan 26, 2022 | channel selectionImage Segmentation | CodeCode Available | 1 |
| PickNet: Real-Time Channel Selection for Ad Hoc Microphone Arrays | Jan 24, 2022 | channel selectionspeech-recognition | —Unverified | 0 |
| Multi-Agent Adversarial Attacks for Multi-Channel Communications | Jan 22, 2022 | channel selectionReinforcement Learning (RL) | —Unverified | 0 |
| Dynamic Channel Access via Meta-Reinforcement Learning | Dec 24, 2021 | channel selectionDeep Reinforcement Learning | —Unverified | 0 |
| 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 |
| Reconfigurable and Real-Time Nyquist OTDM Demultiplexing in Silicon Photonics | Oct 19, 2021 | channel selection | —Unverified | 0 |
| Cooperative Task Offloading and Block Mining in Blockchain-based Edge Computing with Multi-agent Deep Reinforcement Learning | Sep 29, 2021 | channel selectionDeep Reinforcement Learning | —Unverified | 0 |
| GDP: Stabilized Neural Network Pruning via Gates with Differentiable Polarization | Sep 6, 2021 | channel selectionModel Compression | —Unverified | 0 |
| Seizure Classification of EEG based on Wavelet Signal Denoising Using a Novel Channel Selection Algorithm | Sep 2, 2021 | channel selectionDenoising | —Unverified | 0 |
| Learning Signal Representations for EEG Cross-Subject Channel Selection and Trial Classification | Jun 20, 2021 | channel selectionEEG | —Unverified | 0 |
| EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals | Jun 16, 2021 | channel selectionEEG | —Unverified | 0 |
| Learning to Rank Microphones for Distant Speech Recognition | Apr 6, 2021 | channel selectionDecoder | CodeCode Available | 1 |
| Scaling sparsemax based channel selection for speech recognition with ad-hoc microphone arrays | Mar 29, 2021 | channel selectionspeech-recognition | —Unverified | 0 |
| Source Aware Deep Learning Framework for Hand Kinematic Reconstruction using EEG Signal | Mar 25, 2021 | Brain Computer Interfacechannel selection | —Unverified | 0 |
| Reinforcement Learning for Deceiving Reactive Jammers in Wireless Networks | Mar 25, 2021 | channel selectionreinforcement-learning | —Unverified | 0 |
| End-to-end learnable EEG channel selection for deep neural networks with Gumbel-softmax | Feb 11, 2021 | channel selectionEEG | —Unverified | 0 |
| Succinct Network Channel and Spatial Pruning via Discrete Variable QCQP | Jan 1, 2021 | channel selection | —Unverified | 0 |
| Cross-Correlation Based Discriminant Criterion for Channel Selection in Motor Imagery BCI Systems | Dec 3, 2020 | Brain Computer Interfacechannel selection | —Unverified | 0 |
| Channel Attention Networks for Robust MR Fingerprinting Matching | Dec 2, 2020 | channel selectionMagnetic Resonance Fingerprinting | —Unverified | 0 |
| Deep Ad-hoc Beamforming Based on Speaker Extraction for Target-Dependent Speech Separation | Dec 1, 2020 | channel selectionDeep Learning | —Unverified | 0 |
| Towards Optimal Filter Pruning with Balanced Performance and Pruning Speed | Oct 14, 2020 | channel selection | CodeCode Available | 0 |
| Flexible metro network architecture based on wavelength blockers and coherent transmission | Jun 8, 2020 | channel selection | —Unverified | 0 |
| An Effective Entropy-assisted Mind-wandering Detection System with EEG Signals based on MM-SART Database | May 25, 2020 | channel selectionEEG | —Unverified | 0 |
| Stomach 3D Reconstruction Based on Virtual Chromoendoscopic Image Generation | Apr 26, 2020 | 3D Reconstructionchannel selection | —Unverified | 0 |
| Predictive Bandits | Apr 2, 2020 | channel selection | —Unverified | 0 |
| An Accurate EEGNet-based Motor-Imagery Brain-Computer Interface for Low-Power Edge Computing | Mar 31, 2020 | Brain Computer Interfacechannel selection | —Unverified | 0 |
| Learning in the Frequency Domain | Feb 27, 2020 | channel selectionInstance Segmentation | CodeCode Available | 1 |
| Dynamic Channel Selection in UAVs through Constellations in the Sky | Feb 11, 2020 | channel selection | —Unverified | 0 |
| Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation | Feb 3, 2020 | channel selectionGenerative Adversarial Network | CodeCode Available | 1 |
| DeepWiFi: Cognitive WiFi with Deep Learning | Oct 29, 2019 | channel selectionDeep Learning | —Unverified | 0 |
| Joint Group Feature Selection and Discriminative Filter Learning for Robust Visual Object Tracking | Jul 30, 2019 | channel selectionfeature selection | CodeCode Available | 0 |
| Neural Epitome Search for Architecture-Agnostic Network Compression | Jul 12, 2019 | channel selectionModel Compression | —Unverified | 0 |
| A Reinforcement Learning Approach for the Multichannel Rendezvous Problem | Jul 2, 2019 | channel selectionreinforcement-learning | —Unverified | 0 |