Low Complexity Single Image Super-Resolution With Channel Splitting And Fusion Network
Fast Acoustic Scattering Using Convolutional Neural Networks
Language Independent Gender Identification From Raw Waveform Using Multi-Scale Convolutional Neural Networks
Geometric Understanding of Convolutional Neural Networks
Image Super-Resolution Using Residual Global Context Network
Ecg Heartbeat Classification Based On Multi-Scale Wavelet Convolutional Neural Networks
Residual Attention Network For Wavelet Domain Super-Resolution
Lance: Efficient Low-Precision Quantized Winograd Convolution For Neural Networks Based On Graphics Processing Units
Y-Net: Multi-Scale Feature Aggregation Network With Wavelet Structure Similarity Loss Function For Single Image Dehazing
Residual Recurrent Neural Network For Speech Enhancement
Improving Music Transcription By Pre-Stacking A U-Net
Ernet Family: Hardware-Oriented Cnn Models For Computational Imaging Using Block-Based Inference
Efficient Image Super Resolution Via Channel Discriminative Deep Neural Network Pruning
Weight Sharing And Deep Learning For Spectral Data
High-Resolution Attention Network With Acoustic Segment Model For Acoustic Scene Classification
Cgcnn: Complex Gabor Convolutional Neural Network On Raw Speech
Lightweight V-Net For Liver Segmentation
Depth Estimation From Single Image Through Multi-Path-Multi-Rate Diverse Feature Extractor
Speech Emotion Recognition With Local-Global Aware Deep Representation Learning
Robust And Computationally-Efficient Anomaly Detection Using Powers-Of-Two Networks
High-Resolution Attention Network With Acoustic Segment Model For Acoustic Scene Classification
Superpixel Segmentation Via Convolutional Neural Networks With Regularized Information Maximization
Gfnet: A Lightweight Group Frame Network For Efficient Human Action Recognition
2D-To-2D Mask Estimation For Speech Enhancement Based On Fully Convolutional Neural Network
Accurate 6D Object Pose Estimation By Pose Conditioned Mesh Reconstruction
Defending Graph Convolutional Networks Against Adversarial Attacks
Lightweight U-Net for High-Resolution Breast Imaging
The Fifthnet Chroma Extractor
MESH SALIENCY DETECTION USING CONVOLUTIONAL NEURAL NETWORKS
Low-Latency Single Channel Speech Enhancement Using U-Net Convolutional Neural Networks
Gated Multi-Layer Convolutional Feature Extraction Network For Robust Pedestrian Detection
Interpretable Self-Attention Temporal Reasoning For Driving Behavior Understanding
Weakly Labelled Audio Tagging Via Convolutional Networks With Spatial And Channel-Wise Attention
Full-Reference Speech Quality Estimation With Attentional Siamese Neural Networks
Low-Complexity Fixed-Point Convolutional Neural Networks For Automatic Target Recognition
An Efficient Alternative To Network Pruning Through Ensemble Learning
AMRConvNet: AMR-Coded Speech Enhancement Using Convolutional Neural Networks
ASCNet: Adaptive-Scale Convolutional Neural Networks for Multi-Scale Feature Learning
Corrdrop: Correlation Based Dropout For Convolutional Neural Networks
Lqaid: Localized Quality Aware Image Denoising Using Deep Convolutional Neural Networks
Superpixel Segmentation Via Convolutional Neural Networks With Regularized Information Maximization
Frame-Based Overlapping Speech Detection Using Convolutional Neural Networks
Gfcn: A New Graph Convolutional Network Based On Parallel Flows
ICADS '22 Talk: Fuzzy Loss Functions for Generative Adversarial Networks
Interpretability-Guided Convolutional Neural Networks For Seismic Fault Segmentation
OPTIMIZED CONVOLUTIONAL NEURAL NETWORKS FOR VIDEO INTRA PREDICTION
Multiple Points Input For Convolutional Neural Networks In Replay Attack Detection
Improving Convolutional Recurrent Neural Networks For Speech Emotion Recognition
Dilated Convolutional Neural Networks For Panoramic Image Saliency Prediction
Towards Shape-Based Knee Osteoarthritis Classification Using Graph Convolutional Networks
Automating Vitiligo Skin Lesion Segmentation Using Convolutional Neural Networks
A Myocardial T1-Mapping Framework with Recurrent and U-Net Convolutional Neural Networks
Low-Dose Cardiac-Gated Spect Via a Spatiotemporal Convolutional Neural Network
Frame-Level Specaugment For Deep Convolutional Neural Networks In Hybrid Asr Systems
Author Identification of Micro Messages via Multi Channel Convolutional Neural Networks
Scalpnet: Detection Of Spatiotemporal Abnormal Intervals In Epileptic Eeg Using Convolutional Neural Networks
Recurrent Neural Networks for Compressive Video Reconstruction
Virtual Staining for Mitosis Detection in Breast Histopathology
Violence Detection in Videos Using Deep Recurrent and Convolutional Neural Networks
DeepSEED: 3D Squeeze-and-Excitation Encoder-Decoder Convolutional Neural Networks for Pulmonary Nodule Detection
DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation
Low-Activity Supervised Convolutional Spiking Neural Networks Applied To Speech Commands Recognition
Muscle Type Classification on Ultrasound Imaging using Deep Convolutional Neural Networks
Braided Networks for Scan-Aware MRI Brain Tissue Segmentation
Low-Latency Lightweight Streaming Speech Recognition With 8-Bit Quantized Simple Gated Convolutional Neural Networks
CHANNEL PRUNING VIA GRADIENT OF MUTUAL INFORMATION FOR LIGHT-WEIGHT CONVOLUTIONAL NEURAL NETWORKS
Semi-supervised multimodality learning with Graph Convolutional Neural Networks for Disease Diagnosis
A Unified Approach for Target Direction Finding Based on Convolutional Neural Networks
V-Net Light - Parameter-Efficient 3-D Convolutional Neural Network for Prostate MRI Segmentation
Deep Convolutional Neural Network for Parkinsons Disease Based Handwriting Screening
Deep Learning Fast MRI using Channel Attention in Magnitude Domain
JOINT IMAGE SUPER-RESOLUTION VIA RECURRENT CONVOLUTIONAL NEURAL NETWORKS WITH COUPLED SPARSE PRIORS
MULTI-SCALE EXPLAINABLE FEATURE LEARNING FOR PATHOLOGICAL IMAGE ANALYSIS USING CONVOLUTIONAL NEURAL NETWORKS
GLAUCOMA DETECTION FROM RAW CIRCUMPAPILLARY OCT IMAGES USING FULLY CONVOLUTIONAL NEURAL NETWORKS
Deep Learning for High Speed Optical Coherence Elastography
Adaptive Normalization For Forecasting Limit Order Book Data Using Convolutional Neural Networks
BLIND NATURAL IMAGE QUALITY PREDICTION USING CONVOLUTIONAL NEURAL NETWORKS AND WEIGHTED SPATIAL POOLING
CASCADED CONTEXT DEPENDENCY: AN EXTREMELY LIGHTWEIGHT MODULE FOR DEEP CONVOLUTIONAL NEURAL NETWORKS
Fractional Step Discriminant Pruning: A Filter Pruning Framework for Deep Convolutional Neural Networks
Tooth Segmentation and Labeling from Digital Dental Casts
Person Identification Using Deep Convolutional Neural Networks On Short-Term Signals From Wearable Sensors
DC-WCNN: A Deep Cascade of Wavelet Based Convolutional Neural Networks for MR Image Reconstruction
Estimating Local Tissue Expansion in Thoracic Computed Tomography Images Using Convolutional Neural Networks
Light-Field Reconstruction And Depth Estimation From Focal Stack Images Using Convolutional Neural Networks
Time Difference Of Arrival Estimation From Frequency-Sliding Generalized Cross-Correlations Using Convolutional Neural Networks
Blood Pressure Estimation From Ppg Signals Using Convolutional Neural Networks And Siamese Network
Leveraging Adaptive Color Augmentation in Convolutional Neural Networks for Deep Skin Lesion Segmentation
Attention-Based CNN for KL Grade Classification: Data from the Osteoarthritis Initiative
Fast High Dynamic Range MRI by Contrast Enhancement Networks
Removing Structured Noise with Self-Supervised Blind-Spot Networks
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