| Improving the Evaluation and Actionability of Explanation Methods for Multivariate Time Series Classification | Jun 18, 2024 | channel selectionTime Series | CodeCode Available | 0 |
| Reference Channel Selection by Multi-Channel Masking for End-to-End Multi-Channel Speech Enhancement | Jun 5, 2024 | channel selectionSpeech Enhancement | —Unverified | 0 |
| Naturalistic Music Decoding from EEG Data via Latent Diffusion Models | May 15, 2024 | channel selectionEEG | —Unverified | 0 |
| DeltaKWS: A 65nm 36nJ/Decision Bio-inspired Temporal-Sparsity-Aware Digital Keyword Spotting IC with 0.6V Near-Threshold SRAM | May 6, 2024 | channel selectionKeyword Spotting | —Unverified | 0 |
| Quantifying Spatial Domain Explanations in BCI using Earth Mover's Distance | May 2, 2024 | Brain Computer Interfacechannel selection | CodeCode Available | 0 |
| Optimizing Brain-Computer Interface Performance: Advancing EEG Signals Channel Selection through Regularized CSP and SPEA II Multi-Objective Optimization | Apr 26, 2024 | Brain Computer Interfacechannel selection | —Unverified | 0 |
| Novel entropy difference-based EEG channel selection technique for automated detection of ADHD | Apr 15, 2024 | channel selectionEEG | —Unverified | 0 |
| MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection | Mar 29, 2024 | channel selectionImage Classification | —Unverified | 0 |
| Physics-informed and Unsupervised Riemannian Domain Adaptation for Machine Learning on Heterogeneous EEG Datasets | Mar 7, 2024 | Brain Computer Interfacechannel selection | —Unverified | 0 |
| Searching a Lightweight Network Architecture for Thermal Infrared Pedestrian Tracking | Feb 26, 2024 | channel selectionimage-classification | —Unverified | 0 |
| Discriminability-Driven Channel Selection for Out-of-Distribution Detection | Jan 1, 2024 | channel selectionOut-of-Distribution Detection | —Unverified | 0 |
| RL-MPCA: A Reinforcement Learning Based Multi-Phase Computation Allocation Approach for Recommender Systems | Dec 27, 2023 | channel selectionModel Selection | —Unverified | 0 |
| ESTformer: Transformer Utilizing Spatiotemporal Dependencies for Electroencaphalogram Super-resolution | Dec 3, 2023 | channel selectionEEG | —Unverified | 0 |
| Sparsity-Driven EEG Channel Selection for Brain-Assisted Speech Enhancement | Nov 22, 2023 | channel selectionEEG | —Unverified | 0 |
| LGL-BCI: A Lightweight Geometric Learning Framework for Motor Imagery-Based Brain-Computer Interfaces | Oct 12, 2023 | channel selectionEEG | —Unverified | 0 |
| Filter Pruning For CNN With Enhanced Linear Representation Redundancy | Oct 10, 2023 | channel selectionNetwork Pruning | CodeCode Available | 0 |
| Multichannel Voice Trigger Detection Based on Transform-average-concatenate | Sep 27, 2023 | channel selectionSpeech Enhancement | —Unverified | 0 |
| Phase Synchrony Component Self-Organization in Brain Computer Interface | Sep 21, 2023 | Brain Computer Interfacechannel selection | —Unverified | 0 |
| Non-Bayesian Post-Model-Selection Estimation as Estimation Under Model Misspecification | Aug 22, 2023 | channel selectionmodel | —Unverified | 0 |
| The CHiME-7 DASR Challenge: Distant Meeting Transcription with Multiple Devices in Diverse Scenarios | Jun 23, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| ElectrodeNet -- A Deep Learning Based Sound Coding Strategy for Cochlear Implants | May 26, 2023 | channel selectionSentence | —Unverified | 0 |
| OSTA: One-shot Task-adaptive Channel Selection for Semantic Segmentation of Multichannel Images | May 8, 2023 | channel selectionSegmentation | —Unverified | 0 |
| PRSeg: A Lightweight Patch Rotate MLP Decoder for Semantic Segmentation | May 1, 2023 | channel selectionDecoder | —Unverified | 0 |
| An EEG Channel Selection Framework for Driver Drowsiness Detection via Interpretability Guidance | Apr 26, 2023 | channel selectionEEG | —Unverified | 0 |
| Knowledge-Distilled Graph Neural Networks for Personalized Epileptic Seizure Detection | Apr 3, 2023 | channel selectionEEG | —Unverified | 0 |