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channel selection

Papers

Showing 150 of 119 papers

TitleStatusHype
HCF-Net: Hierarchical Context Fusion Network for Infrared Small Object DetectionCode2
Unifying and Personalizing Weakly-supervised Federated Medical Image Segmentation via Adaptive Representation and AggregationCode2
NeuroXAI: Adaptive, robust, explainable surrogate framework for determination of channel importance in EEG applicationCode1
SepPrune: Structured Pruning for Efficient Deep Speech SeparationCode1
Personalizing Federated Medical Image Segmentation via Local CalibrationCode1
Scalable Classifier-Agnostic Channel Selection for Multivariate Time Series ClassificationCode1
Omni-frequency Channel-selection Representations for Unsupervised Anomaly DetectionCode1
Auto-Compressing Subset Pruning for Semantic Image SegmentationCode1
Learning to Rank Microphones for Distant Speech RecognitionCode1
Learning in the Frequency DomainCode1
Multi-Channel Attention Selection GANs for Guided Image-to-Image TranslationCode1
Discrimination-aware Channel Pruning for Deep Neural NetworksCode1
Lightweight and Robust Multi-Channel End-to-End Speech Recognition with Spherical Harmonic Transform0
Differentiable Channel Selection in Self-Attention For Person Re-IdentificationCode0
A Real-time and Hardware Efficient Artfecat-free Spike Sorting Using Deep Spike Detection0
Parameter-Free Fine-tuning via Redundancy Elimination for Vision Foundation Models0
Dynamic Gradient Sparse Update for Edge Training0
OuroMamba: A Data-Free Quantization Framework for Vision Mamba Models0
Training Channel Selection for Learning-based 1-bit Precoding in Massive MU-MIMO0
SlimSeiz: Efficient Channel-Adaptive Seizure Prediction Using a Mamba-Enhanced NetworkCode0
PAMLR: A Passive-Active Multi-Armed Bandit-Based Solution for LoRa Channel Allocation0
Joint Channel Selection using FedDRL in V2X0
Geometry-Constrained EEG Channel Selection for Brain-Assisted Speech Enhancement0
Optimizing food taste sensory evaluation through neural network-based taste electroencephalogram channel selection0
Learning Binary Color Filter Arrays with Trainable Hard ThresholdingCode0
Improving the Evaluation and Actionability of Explanation Methods for Multivariate Time Series ClassificationCode0
Reference Channel Selection by Multi-Channel Masking for End-to-End Multi-Channel Speech Enhancement0
Naturalistic Music Decoding from EEG Data via Latent Diffusion Models0
DeltaKWS: A 65nm 36nJ/Decision Bio-inspired Temporal-Sparsity-Aware Digital Keyword Spotting IC with 0.6V Near-Threshold SRAM0
Quantifying Spatial Domain Explanations in BCI using Earth Mover's DistanceCode0
Optimizing Brain-Computer Interface Performance: Advancing EEG Signals Channel Selection through Regularized CSP and SPEA II Multi-Objective Optimization0
Novel entropy difference-based EEG channel selection technique for automated detection of ADHD0
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection0
Physics-informed and Unsupervised Riemannian Domain Adaptation for Machine Learning on Heterogeneous EEG Datasets0
Searching a Lightweight Network Architecture for Thermal Infrared Pedestrian Tracking0
Discriminability-Driven Channel Selection for Out-of-Distribution Detection0
RL-MPCA: A Reinforcement Learning Based Multi-Phase Computation Allocation Approach for Recommender Systems0
ESTformer: Transformer Utilizing Spatiotemporal Dependencies for Electroencaphalogram Super-resolution0
Sparsity-Driven EEG Channel Selection for Brain-Assisted Speech Enhancement0
LGL-BCI: A Lightweight Geometric Learning Framework for Motor Imagery-Based Brain-Computer Interfaces0
Filter Pruning For CNN With Enhanced Linear Representation RedundancyCode0
Multichannel Voice Trigger Detection Based on Transform-average-concatenate0
Phase Synchrony Component Self-Organization in Brain Computer Interface0
Non-Bayesian Post-Model-Selection Estimation as Estimation Under Model Misspecification0
The CHiME-7 DASR Challenge: Distant Meeting Transcription with Multiple Devices in Diverse Scenarios0
ElectrodeNet -- A Deep Learning Based Sound Coding Strategy for Cochlear Implants0
OSTA: One-shot Task-adaptive Channel Selection for Semantic Segmentation of Multichannel Images0
PRSeg: A Lightweight Patch Rotate MLP Decoder for Semantic Segmentation0
An EEG Channel Selection Framework for Driver Drowsiness Detection via Interpretability Guidance0
Knowledge-Distilled Graph Neural Networks for Personalized Epileptic Seizure Detection0
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